AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
list |
identified protein interaction interfaces |
Identify protein interaction interfaces from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein structures |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
list |
identified protein interaction interfaces |
Identify protein interaction interfaces from protein structures |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
coordinates |
predicted 3D structures |
Predict 3D structures from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
list |
identified protein interaction interfaces |
Identify protein interaction interfaces from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
list |
identified protein interaction interfaces |
Fine-tune and identify protein interaction interfaces from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein structures |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
list |
identified protein interaction interfaces |
Fine-tune and identify protein interaction interfaces from protein structures |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
list |
identified protein interaction interfaces |
Fine-tune and identify protein interaction interfaces from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
identified protein interaction interfaces |
Identify protein interaction interfaces from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
structure |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein structures |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
structure |
protein |
list |
identified protein interaction interfaces |
Identify protein interaction interfaces from protein structures |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
coordinates |
3D structure |
coordinates |
predicted 3D structures |
Predict 3D structures from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
coordinates |
3D structure |
list |
identified protein interaction interfaces |
Identify protein interaction interfaces from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
identified protein interaction interfaces |
Fine-tune and identify protein interaction interfaces from protein sequences |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
structure |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein structures |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
structure |
protein |
list |
identified protein interaction interfaces |
Fine-tune and identify protein interaction interfaces from protein structures |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
coordinates |
3D structure |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from 3D coordinates |
AlphaFold |
Molecular Structures and Interactions |
Protein-Protein Interactions |
coordinates |
3D structure |
list |
identified protein interaction interfaces |
Fine-tune and identify protein interaction interfaces from 3D coordinates |
AF_unmasked |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AF_unmasked |
Molecular Structures and Interactions |
3D Molecular Structures |
images |
cryo-EM |
coordinates |
predicted 3D structures |
Predict 3D structures from cryo-EM images |
AF_unmasked |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
conformations |
coordinates |
predicted 3D structures |
Predict 3D structures from molecular conformations |
AF_unmasked |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Reduce dimensionality and predict 3D structures from protein sequences |
AF_unmasked |
Molecular Structures and Interactions |
3D Molecular Structures |
images |
cryo-EM |
coordinates |
predicted 3D structures |
Reduce dimensionality and predict 3D structures from cryo-EM images |
AF_unmasked |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
conformations |
coordinates |
predicted 3D structures |
Reduce dimensionality and predict 3D structures from molecular conformations |
AF_unmasked |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AF_unmasked |
Molecular Structures and Interactions |
Protein-Protein Interactions |
images |
cryo-EM |
coordinates |
predicted 3D structures |
Predict 3D structures from cryo-EM images |
AF_unmasked |
Molecular Structures and Interactions |
Protein-Protein Interactions |
molecules |
conformations |
coordinates |
predicted 3D structures |
Predict 3D structures from molecular conformations |
AF_unmasked |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
coordinates |
predicted 3D structures |
Reduce dimensionality and predict 3D structures from protein sequences |
AF_unmasked |
Molecular Structures and Interactions |
Protein-Protein Interactions |
images |
cryo-EM |
coordinates |
predicted 3D structures |
Reduce dimensionality and predict 3D structures from cryo-EM images |
AF_unmasked |
Molecular Structures and Interactions |
Protein-Protein Interactions |
molecules |
conformations |
coordinates |
predicted 3D structures |
Reduce dimensionality and predict 3D structures from molecular conformations |
AlphaFold 3 |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AlphaFold 3 |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
chemical compound |
coordinates |
predicted 3D structures |
Predict 3D structures from chemical compound structures |
AlphaFold 3 |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
DNA |
coordinates |
predicted 3D structures |
Predict 3D structures from DNA sequences |
AlphaFold 3 |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
RNA |
coordinates |
predicted 3D structures |
Predict 3D structures from RNA sequences |
AlphaFold 3 |
Molecular Structures and Interactions |
Drug Discovery and Screening |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AlphaFold 3 |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
coordinates |
predicted 3D structures |
Predict 3D structures from chemical compound structures |
AlphaFold 3 |
Molecular Structures and Interactions |
Drug Discovery and Screening |
sequence |
DNA |
coordinates |
predicted 3D structures |
Predict 3D structures from DNA sequences |
AlphaFold 3 |
Molecular Structures and Interactions |
Drug Discovery and Screening |
sequence |
RNA |
coordinates |
predicted 3D structures |
Predict 3D structures from RNA sequences |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
chemical compound |
coordinates |
predicted 3D structures |
Predict 3D structures from chemical compound structures |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
DNA |
coordinates |
predicted 3D structures |
Predict 3D structures from DNA sequences |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
RNA |
coordinates |
predicted 3D structures |
Predict 3D structures from RNA sequences |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
coordinates |
predicted 3D structures |
Predict 3D structures from chemical compound structures |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
sequence |
DNA |
coordinates |
predicted 3D structures |
Predict 3D structures from DNA sequences |
AlphaFold 3 |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
sequence |
RNA |
coordinates |
predicted 3D structures |
Predict 3D structures from RNA sequences |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
influential chromatin marks |
Predict influential chromatin marks from chromatin signals |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
graph |
chromatin mark interactions |
Predict chromatin mark interactions from chromatin signals |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
marks |
list |
influential chromatin marks |
Predict influential chromatin marks from a list of chromatin marks |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
marks |
graph |
chromatin mark interactions |
Predict chromatin mark interactions from a list of chromatin marks |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
marks |
table |
predicted gene expression levels |
Predict gene expression levels from a list of chromatin marks |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
influential chromatin marks |
Fine-tune and predict influential chromatin marks from chromatin signals |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
graph |
chromatin mark interactions |
Fine-tune and predict chromatin mark interactions from chromatin signals |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
marks |
list |
influential chromatin marks |
Fine-tune and predict influential chromatin marks from a list of chromatin marks |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
marks |
graph |
chromatin mark interactions |
Fine-tune and predict chromatin mark interactions from a list of chromatin marks |
AttentiveChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
marks |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from a list of chromatin marks |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
gene expression |
list |
identified regulatory elements |
Identify regulatory elements from gene expression tables |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
list |
identified regulatory elements |
Identify regulatory elements from gene expression tables |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Basenji |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
gene expression |
list |
identified regulatory elements |
Identify regulatory elements from gene expression tables |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
gene expression |
list |
identified regulatory elements |
Identify regulatory elements from gene expression tables |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
list |
identified regulatory elements |
Identify regulatory elements from gene expression tables |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted epigenetic profiles |
Predict epigenetic profiles from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Basenji |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
list |
identified regulatory elements |
Identify regulatory elements from gene expression tables |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified motifs |
Identify motifs from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified motifs |
Identify motifs from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified motifs |
Fine-tune the model and identify motifs from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified motifs |
Fine-tune the model and identify motifs from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified motifs |
Identify motifs from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified motifs |
Identify motifs from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified motifs |
Fine-tune the model and identify motifs from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified motifs |
Fine-tune the model and identify motifs from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified motifs |
Identify motifs from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified motifs |
Identify motifs from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified motifs |
Fine-tune the model and identify motifs from DNA sequences |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from chromatin signals |
Basset |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified motifs |
Fine-tune the model and identify motifs from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified motifs |
Identify motifs from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified motifs |
Identify motifs from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified motifs |
Fine-tune the model and identify motifs from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified motifs |
Fine-tune the model and identify motifs from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified motifs |
Identify motifs from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified motifs |
Identify motifs from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified motifs |
Fine-tune the model and identify motifs from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified motifs |
Fine-tune the model and identify motifs from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified motifs |
Identify motifs from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified motifs |
Identify motifs from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified motifs |
Fine-tune the model and identify motifs from DNA sequences |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from chromatin signals |
Basset |
Epigenetics and Chromatin Studies |
Gene Regulatory Networks |
signals |
chromatin |
list |
identified motifs |
Fine-tune the model and identify motifs from chromatin signals |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Predict perturbation effects from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted drug combinations |
Predict drug combinations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from gene expression tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune the model and predict cell type annotations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Fine-tune the model and predict perturbation effects from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted drug combinations |
Predict drug combinations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted drug combinations |
Fine-tune the model and predict drug combinations from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression levels |
Predict gene expression levels from scRNA-seq tables |
xTrimoGene |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from scRNA-seq tables |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Transcription Factor Binding Sites |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Protein-Protein Interactions |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
protein |
list |
identified regulatory elements |
Predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
protein |
text |
predicted protein sequences |
Predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified proteins |
Predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
list |
genes |
list |
identified regulatory elements |
Predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
list |
genes |
list |
identified proteins |
Predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified regulatory elements |
Predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified proteins |
Predict identified proteins from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
protein |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
protein |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from protein sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
DNA |
list |
identified proteins |
Fine-tune and predict identified proteins from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
list |
genes |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
list |
genes |
list |
identified proteins |
Fine-tune and predict identified proteins from a list of genes |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified regulatory elements |
Fine-tune and predict regulatory elements from gene relationship networks |
BioNeMo |
Molecular Structures and Interactions |
Gene Regulatory Networks |
network |
gene relationship |
list |
identified proteins |
Fine-tune and predict identified proteins from gene relationship networks |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Predict segmentation masks from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
list |
identified objects |
Predict a list of identified objects from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
coordinates |
object locations |
Predict object locations from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
segmentation masks |
predicted masks |
Predict segmentation masks from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
list |
identified objects |
Predict a list of identified objects from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
coordinates |
object locations |
Predict object locations from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
embeddings |
cell embeddings |
Predict and perform dimensionality reduction to obtain cell embeddings from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
masks |
list |
identified objects |
Predict a list of identified objects from image masks |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
masks |
coordinates |
object locations |
Predict object locations from image masks |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
list |
identified objects |
Fine-tune and predict a list of identified objects from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
coordinates |
object locations |
Fine-tune and predict object locations from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
list |
identified objects |
Fine-tune and predict a list of identified objects from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
coordinates |
object locations |
Fine-tune and predict object locations from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Train and predict segmentation masks from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
list |
identified objects |
Train and predict a list of identified objects from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
coordinates |
object locations |
Train and predict object locations from medical images |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
segmentation masks |
predicted masks |
Train and predict segmentation masks from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
list |
identified objects |
Train and predict a list of identified objects from textual descriptions |
BiomedParse |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
descriptions |
coordinates |
object locations |
Train and predict object locations from textual descriptions |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
network |
connectome |
text |
interpretability insights |
Predict interpretability insights from connectome networks |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
network |
connectome |
list |
identified clinical phenotypes |
Predict identified clinical phenotypes from connectome networks |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
images |
medical |
text |
interpretability insights |
Predict interpretability insights from medical images |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
images |
medical |
list |
identified clinical phenotypes |
Predict identified clinical phenotypes from medical images |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
clinical |
text |
interpretability insights |
Predict interpretability insights from clinical tables |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
clinical |
list |
identified clinical phenotypes |
Predict identified clinical phenotypes from clinical tables |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
network |
connectome |
text |
interpretability insights |
Fine-tune and predict interpretability insights from connectome networks |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
network |
connectome |
list |
identified clinical phenotypes |
Fine-tune and predict identified clinical phenotypes from connectome networks |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
images |
medical |
text |
interpretability insights |
Fine-tune and predict interpretability insights from medical images |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
images |
medical |
list |
identified clinical phenotypes |
Fine-tune and predict identified clinical phenotypes from medical images |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
clinical |
text |
interpretability insights |
Fine-tune and predict interpretability insights from clinical tables |
Brain TokenGT |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
clinical |
list |
identified clinical phenotypes |
Fine-tune and predict identified clinical phenotypes from clinical tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
predicted perturbation effects |
Predict perturbation effects from drug lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Generate gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
cell lines |
list |
drug similarity rankings |
Rank drug similarities from cell line lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression responses |
Fine-tune and predict gene expression responses from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
predicted drug combinations |
Fine-tune and predict drug combinations from drug lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Fine-tune and predict genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation effects |
Predict and analyze perturbation effects from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
predicted gene expression levels |
Predict and analyze gene expression levels from drug lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and analyze genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and analyze gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
cell lines |
list |
drug similarity rankings |
Predict and analyze drug similarity rankings from cell line lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from gene expression tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
drug |
list |
drug similarity rankings |
Predict and perform dimensionality reduction to rank drug similarities from drug lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
genetic modifications |
list |
predicted genetic interaction effects |
Predict and perform dimensionality reduction to determine genetic interaction effects from genetic modification lists |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene expression embeddings |
Predict and perform dimensionality reduction to generate gene expression embeddings from scRNA-seq tables |
CPA |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
cell lines |
list |
predicted drug combinations |
Predict and perform dimensionality reduction to determine drug combinations from cell line lists |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
multi-omics |
graph |
gene-regulatory networks |
Train gene-regulatory networks from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
multi-omics |
list |
predicted perturbation effects |
Train and predict perturbation effects from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
multi-omics |
table |
predicted gene expression changes |
Train and predict gene expression changes from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
multi-omics |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene-regulatory networks |
Train gene-regulatory networks from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
predicted perturbation effects |
Train and predict perturbation effects from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
predicted gene expression changes |
Train and predict gene expression changes from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
perturbation |
list |
predicted perturbation effects |
Predict perturbation effects from perturbation networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
perturbation |
table |
predicted gene expression changes |
Predict gene expression changes from perturbation networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
perturbation |
list |
transcription factors with predicted impact |
Predict transcription factors with impact from perturbation networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
graph |
gene-regulatory networks |
Train gene-regulatory networks from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
predicted perturbation effects |
Train and predict perturbation effects from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
predicted gene expression changes |
Train and predict gene expression changes from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
multi-omics |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
multi-omics |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
graph |
gene-regulatory networks |
Train gene-regulatory networks from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
list |
predicted perturbation effects |
Train and predict perturbation effects from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
table |
predicted gene expression changes |
Train and predict gene expression changes from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
graph |
gene-regulatory networks |
Train gene-regulatory networks from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
predicted perturbation effects |
Train and predict perturbation effects from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
table |
predicted gene expression changes |
Train and predict gene expression changes from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
predicted perturbation effects |
Predict perturbation effects from perturbation networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
table |
predicted gene expression changes |
Predict gene expression changes from perturbation networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
transcription factors with predicted impact |
Predict transcription factors with impact from perturbation networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene-regulatory networks |
Train gene-regulatory networks from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Train and predict perturbation effects from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression changes |
Train and predict gene expression changes from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from multi-omics tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from gene relationship networks |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from scRNA-seq tables |
CellOracle |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
multi-omics |
graph |
gene-regulatory networks |
Train gene-regulatory networks from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
multi-omics |
list |
predicted perturbation effects |
Train and predict perturbation effects from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
multi-omics |
table |
predicted gene expression changes |
Train and predict gene expression changes from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
multi-omics |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene-regulatory networks |
Train gene-regulatory networks from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
predicted perturbation effects |
Train and predict perturbation effects from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
predicted gene expression changes |
Train and predict gene expression changes from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
perturbation |
list |
predicted perturbation effects |
Predict perturbation effects from perturbation networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
perturbation |
table |
predicted gene expression changes |
Predict gene expression changes from perturbation networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
perturbation |
list |
transcription factors with predicted impact |
Predict transcription factors with impact from perturbation networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
graph |
gene-regulatory networks |
Train gene-regulatory networks from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
predicted perturbation effects |
Train and predict perturbation effects from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
predicted gene expression changes |
Train and predict gene expression changes from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
multi-omics |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
multi-omics |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
graph |
gene-regulatory networks |
Train gene-regulatory networks from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
list |
predicted perturbation effects |
Train and predict perturbation effects from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
table |
predicted gene expression changes |
Train and predict gene expression changes from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
graph |
gene-regulatory networks |
Train gene-regulatory networks from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
predicted perturbation effects |
Train and predict perturbation effects from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
table |
predicted gene expression changes |
Train and predict gene expression changes from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
predicted perturbation effects |
Predict perturbation effects from perturbation networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
perturbation |
table |
predicted gene expression changes |
Predict gene expression changes from perturbation networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
transcription factors with predicted impact |
Predict transcription factors with impact from perturbation networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
gene-regulatory networks |
Train gene-regulatory networks from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Train and predict perturbation effects from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression changes |
Train and predict gene expression changes from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
transcription factors with predicted impact |
Train and predict transcription factors with impact from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
multi-omics |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from multi-omics tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from gene relationship networks |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
low-dimensional visualization of cell identity changes |
Predict and analyze low-dimensional visualization of cell identity changes from scRNA-seq tables |
CellOracle |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
coordinates |
cell-identity transition probabilities |
Predict and analyze cell-identity transition probabilities from scRNA-seq tables |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
conformations |
list |
drug similarity rankings |
Predict drug similarity rankings from molecular conformations |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
conformations |
table |
predicted toxicity values |
Predict predicted toxicity values from molecular conformations |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
3D structure |
list |
drug similarity rankings |
Predict drug similarity rankings from 3D molecular structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
3D structure |
table |
predicted toxicity values |
Predict predicted toxicity values from 3D molecular structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
drug similarity rankings |
Predict drug similarity rankings from chemical structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
predicted toxicity values |
Predict predicted toxicity values from chemical structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
conformations |
list |
drug similarity rankings |
Fine-tune and predict drug similarity rankings from molecular conformations |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
conformations |
table |
predicted toxicity values |
Fine-tune and predict predicted toxicity values from molecular conformations |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
3D structure |
list |
drug similarity rankings |
Fine-tune and predict drug similarity rankings from 3D molecular structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict predicted toxicity values from 3D molecular structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
drug similarity rankings |
Fine-tune and predict drug similarity rankings from chemical structures |
GeminiMol |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
predicted toxicity values |
Fine-tune and predict predicted toxicity values from chemical structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
conformations |
list |
drug similarity rankings |
Predict drug similarity rankings from molecular conformations |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
conformations |
table |
predicted toxicity values |
Predict predicted toxicity values from molecular conformations |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
3D structure |
list |
drug similarity rankings |
Predict drug similarity rankings from 3D molecular structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
3D structure |
table |
predicted toxicity values |
Predict predicted toxicity values from 3D molecular structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
drug similarity rankings |
Predict drug similarity rankings from chemical structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
predicted toxicity values |
Predict predicted toxicity values from chemical structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
conformations |
list |
drug similarity rankings |
Fine-tune and predict drug similarity rankings from molecular conformations |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
conformations |
table |
predicted toxicity values |
Fine-tune and predict predicted toxicity values from molecular conformations |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
3D structure |
list |
drug similarity rankings |
Fine-tune and predict drug similarity rankings from 3D molecular structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict predicted toxicity values from 3D molecular structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
drug similarity rankings |
Fine-tune and predict drug similarity rankings from chemical structures |
GeminiMol |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
predicted toxicity values |
Fine-tune and predict predicted toxicity values from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Drug Discovery and Biomedical Applications |
Chemical Structures and Compounds |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
3D Molecular Structures |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Single Cell and Multi-Omics Analysis |
Chemical Structures and Compounds |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Drug Discovery and Screening |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
3D Molecular Structures |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
structure |
chemical compound |
compounds |
predicted compounds |
Predict potential compounds from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemistry |
compounds |
predicted compounds |
Predict potential compounds from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict potential compounds from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
text |
procedures |
text |
synthesis procedures |
Predict synthesis procedures from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
structure |
chemical compound |
table |
synthesis results |
Analyze and predict synthesis results from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemistry |
table |
synthesis results |
Analyze and predict synthesis results from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemical structures |
table |
synthesis results |
Analyze and predict synthesis results from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
structure |
chemical compound |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemistry |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemical structures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
text |
procedures |
list |
potential synthesis pathways |
Predict and reduce dimensions to find potential synthesis pathways from text-based procedures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
structure |
chemical compound |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical compound structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemistry |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemistry molecules |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemical structures |
compounds |
predicted compounds |
Fine-tune and predict potential compounds from chemical structures |
ChemCrow |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
text |
procedures |
text |
synthesis procedures |
Fine-tune and predict synthesis procedures from text-based procedures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
protein |
compounds |
predicted compounds |
Predict compounds from protein structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
coordinates |
3D structure |
compounds |
predicted compounds |
Predict compounds from 3D structure coordinates |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Predict compounds from chemical compound structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict compounds from chemical structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
protein |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from protein structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
coordinates |
3D structure |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from 3D structure coordinates |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from chemical compound structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from chemical structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
protein |
list |
potential candidates |
Analyze potential candidates from protein structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
coordinates |
3D structure |
list |
potential candidates |
Analyze potential candidates from 3D structure coordinates |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
structure |
chemical compound |
list |
potential candidates |
Analyze potential candidates from chemical compound structures |
Chemprop |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
potential candidates |
Analyze potential candidates from chemical structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
protein |
compounds |
predicted compounds |
Predict compounds from protein structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
coordinates |
3D structure |
compounds |
predicted compounds |
Predict compounds from 3D structure coordinates |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
compounds |
predicted compounds |
Predict compounds from chemical compound structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
compounds |
predicted compounds |
Predict compounds from chemical structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
protein |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from protein structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
coordinates |
3D structure |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from 3D structure coordinates |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from chemical compound structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
coordinates |
optimized 3D structures |
Predict optimized 3D structures from chemical structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
protein |
list |
potential candidates |
Analyze potential candidates from protein structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
coordinates |
3D structure |
list |
potential candidates |
Analyze potential candidates from 3D structure coordinates |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
structure |
chemical compound |
list |
potential candidates |
Analyze potential candidates from chemical compound structures |
Chemprop |
Molecular Structures and Interactions |
Drug Discovery and Screening |
molecules |
chemical structures |
list |
potential candidates |
Analyze potential candidates from chemical structures |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels in tabular form from histone ChIP-seq signals |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
important histone marks |
Identify important histone marks from histone ChIP-seq signals |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
coordinates |
3D chromatin |
graph |
3D chromatin interaction networks |
Generate 3D chromatin interaction networks from 3D chromatin coordinates |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
histone modifications |
list |
important histone marks |
Identify important histone marks from a list of histone modifications |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression tables to identify regulatory elements |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
list |
important histone marks |
Analyze gene expression tables to identify important histone marks |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
graph |
3D chromatin interaction networks |
Reduce dimensionality and predict 3D chromatin interaction networks from histone ChIP-seq signals |
Chromoformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
coordinates |
3D chromatin |
graph |
3D chromatin interaction networks |
Reduce dimensionality and predict 3D chromatin interaction networks from 3D chromatin coordinates |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted gene expression levels |
Predict gene expression levels in tabular form from histone ChIP-seq signals |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
important histone marks |
Identify important histone marks from histone ChIP-seq signals |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
coordinates |
3D chromatin |
graph |
3D chromatin interaction networks |
Generate 3D chromatin interaction networks from 3D chromatin coordinates |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
list |
histone modifications |
list |
important histone marks |
Identify important histone marks from a list of histone modifications |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression tables to identify regulatory elements |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
gene expression |
list |
important histone marks |
Analyze gene expression tables to identify important histone marks |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
graph |
3D chromatin interaction networks |
Reduce dimensionality and predict 3D chromatin interaction networks from histone ChIP-seq signals |
Chromoformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
coordinates |
3D chromatin |
graph |
3D chromatin interaction networks |
Reduce dimensionality and predict 3D chromatin interaction networks from 3D chromatin coordinates |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
list |
identified clinical phenotypes |
Predict identified clinical phenotypes from clinical phenotype text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
list |
identified clinical phenotypes |
Fine-tune and predict identified clinical phenotypes from clinical phenotype text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
list |
disease stages and treatments |
Predict disease stages and treatments from clinical phenotype text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
list |
disease stages and treatments |
Fine-tune and predict disease stages and treatments from clinical phenotype text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
list |
affected organs |
Predict affected organs from clinical phenotype text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
list |
affected organs |
Fine-tune and predict affected organs from clinical phenotype text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
identified clinical phenotypes |
Predict identified clinical phenotypes from medical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
identified clinical phenotypes |
Fine-tune and predict identified clinical phenotypes from medical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
disease stages and treatments |
Predict disease stages and treatments from medical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
disease stages and treatments |
Fine-tune and predict disease stages and treatments from medical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
affected organs |
Predict affected organs from medical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
affected organs |
Fine-tune and predict affected organs from medical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
identified clinical phenotypes |
Predict identified clinical phenotypes from clinical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
identified clinical phenotypes |
Fine-tune and predict identified clinical phenotypes from clinical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
disease stages and treatments |
Predict disease stages and treatments from clinical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
disease stages and treatments |
Fine-tune and predict disease stages and treatments from clinical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
affected organs |
Predict affected organs from clinical text |
ClinicalBERT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
affected organs |
Fine-tune and predict affected organs from clinical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
text |
patient consultation summaries |
Generate patient consultation summaries from medical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from medical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
text |
treatment recommendations |
Generate treatment recommendations from medical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
text |
patient consultation summaries |
Generate patient consultation summaries from dialogue consultations |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from dialogue consultations |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
text |
treatment recommendations |
Generate treatment recommendations from dialogue consultations |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
table |
clinical |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from clinical tables |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
table |
clinical |
text |
treatment recommendations |
Generate treatment recommendations from clinical tables |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
table |
clinical |
list |
identified clinical phenotypes |
Identify clinical phenotypes from clinical tables |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical phenotypes |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from clinical phenotypes text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical phenotypes |
text |
treatment recommendations |
Generate treatment recommendations from clinical phenotypes text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
table |
medical knowledge Q&A results |
Analyze medical text to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
table |
medical knowledge Q&A results |
Analyze dialogue consultations to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
table |
clinical |
table |
medical knowledge Q&A results |
Analyze clinical tables to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical phenotypes |
table |
medical knowledge Q&A results |
Analyze clinical phenotypes text to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
text |
patient consultation summaries |
Generate patient consultation summaries from medical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from medical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
text |
treatment recommendations |
Generate treatment recommendations from medical text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
text |
patient consultation summaries |
Generate patient consultation summaries from dialogue consultations |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from dialogue consultations |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
text |
treatment recommendations |
Generate treatment recommendations from dialogue consultations |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from clinical tables |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
text |
treatment recommendations |
Generate treatment recommendations from clinical tables |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
list |
identified clinical phenotypes |
Identify clinical phenotypes from clinical tables |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
text |
diagnostic analysis reports |
Generate diagnostic analysis reports from clinical phenotypes text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
text |
treatment recommendations |
Generate treatment recommendations from clinical phenotypes text |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
table |
medical knowledge Q&A results |
Analyze medical text to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
table |
medical knowledge Q&A results |
Analyze dialogue consultations to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
table |
medical knowledge Q&A results |
Analyze clinical tables to produce medical knowledge Q&A results |
ClinicalGPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
table |
medical knowledge Q&A results |
Analyze clinical phenotypes text to produce medical knowledge Q&A results |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effect predictions from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Identify genomic features from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant effect predictions |
Fine-tune the model and predict variant effect predictions from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Fine-tune the model and identify genomic features from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant effect predictions |
Train the model and predict variant effect predictions from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Train the model and predict gene expression levels from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Train the model and identify regulatory elements from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Train the model and identify genomic features from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effect predictions from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Identify genomic features from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Fine-tune the model and predict variant effect predictions from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune the model and predict gene expression levels from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune the model and identify regulatory elements from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Fine-tune the model and identify genomic features from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Train the model and predict variant effect predictions from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Train the model and predict gene expression levels from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Train the model and identify regulatory elements from DNA sequences |
Caduceus |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Train the model and identify genomic features from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
RNA |
text |
predicted protein sequences |
Predict protein sequences from RNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
protein |
list |
identified genomic features |
Identify genomic features from protein sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
RNA |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from RNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
protein |
list |
identified genomic features |
Fine-tune and identify genomic features from protein sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
RNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from RNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Protein Function Prediction |
sequence |
protein |
list |
identified genomic features |
Predict and analyze to identify genomic features from protein sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
text |
predicted protein sequences |
Predict protein sequences from RNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified genomic features |
Identify genomic features from protein sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from RNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified genomic features |
Fine-tune and identify genomic features from protein sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from DNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from RNA sequences |
Evo |
Drug Discovery and Biomedical Applications |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified genomic features |
Predict and analyze to identify genomic features from protein sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
RNA |
text |
predicted protein sequences |
Predict protein sequences from RNA sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
protein |
list |
identified genomic features |
Identify genomic features from protein sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
RNA |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from RNA sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
protein |
list |
identified genomic features |
Fine-tune and identify genomic features from protein sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from DNA sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
RNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from RNA sequences |
Evo |
Genomics and Genetic Analysis |
Protein Function Prediction |
sequence |
protein |
list |
identified genomic features |
Predict and analyze to identify genomic features from protein sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Predict gene sequences from DNA sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
text |
predicted protein sequences |
Predict protein sequences from RNA sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified genomic features |
Identify genomic features from protein sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted gene sequences |
Fine-tune and predict gene sequences from DNA sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
text |
predicted protein sequences |
Fine-tune and predict protein sequences from RNA sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified genomic features |
Fine-tune and identify genomic features from protein sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from DNA sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
list |
identified genomic features |
Predict and analyze to identify genomic features from RNA sequences |
Evo |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified genomic features |
Predict and analyze to identify genomic features from protein sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict identified genomic features from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted sequences |
Predict DNA sequences from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict predicted gene expression levels from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
numerical |
table |
predicted gene expression levels |
Predict predicted gene expression levels from numerical tables |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Fine-tune and predict identified genomic features from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted sequences |
Fine-tune and predict DNA sequences from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict predicted gene expression levels from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
numerical |
table |
predicted gene expression levels |
Fine-tune and predict predicted gene expression levels from numerical tables |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Train and predict identified genomic features from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted sequences |
Train and predict DNA sequences from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Train and predict predicted gene expression levels from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
numerical |
table |
predicted gene expression levels |
Train and predict predicted gene expression levels from numerical tables |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze identified genomic features from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted sequences |
Predict and analyze DNA sequences from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict and analyze predicted gene expression levels from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
numerical |
table |
predicted gene expression levels |
Predict and analyze predicted gene expression levels from numerical tables |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and perform dimensionality reduction on identified genomic features from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted sequences |
Predict and perform dimensionality reduction on DNA sequences from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict and perform dimensionality reduction on predicted gene expression levels from DNA sequences |
DNAGPT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
numerical |
table |
predicted gene expression levels |
Predict and perform dimensionality reduction on predicted gene expression levels from numerical tables |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Predict identified proteins from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Predict protein quantification results from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Predict false discovery rates from protein quantification tables |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Fine-tune and predict identified proteins from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Fine-tune and predict protein quantification results from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Fine-tune and predict false discovery rates from protein quantification tables |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Train and predict identified proteins from protein sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Train and predict identified proteins from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Train and predict protein quantification results from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Train and predict false discovery rates from protein quantification tables |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Predict and analyze identified proteins from protein sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Predict and analyze identified proteins from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Predict and analyze protein quantification results from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Predict and analyze false discovery rates from protein quantification tables |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Predict and perform dimensionality reduction on identified proteins from protein sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Predict and perform dimensionality reduction on identified proteins from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Predict and perform dimensionality reduction on protein quantification results from mass spectrometry sequences |
DeepProteomics |
Single Cell and Multi-Omics Analysis |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Predict and perform dimensionality reduction on false discovery rates from protein quantification tables |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Predict identified proteins from protein sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Predict identified proteins from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Predict protein quantification results from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Predict false discovery rates from protein quantification tables |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Fine-tune and predict identified proteins from protein sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Fine-tune and predict identified proteins from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Fine-tune and predict protein quantification results from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Fine-tune and predict false discovery rates from protein quantification tables |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Train and predict identified proteins from protein sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Train and predict identified proteins from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Train and predict protein quantification results from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Train and predict false discovery rates from protein quantification tables |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Predict and analyze identified proteins from protein sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Predict and analyze identified proteins from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Predict and analyze protein quantification results from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Predict and analyze false discovery rates from protein quantification tables |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
protein |
list |
identified proteins |
Predict and perform dimensionality reduction on identified proteins from protein sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
list |
identified proteins |
Predict and perform dimensionality reduction on identified proteins from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
sequence |
mass_spectrometry |
table |
protein quantification results |
Predict and perform dimensionality reduction on protein quantification results from mass spectrometry sequences |
DeepProteomics |
Drug Discovery and Biomedical Applications |
Mass Spectrometry |
table |
protein quantification |
table |
false discovery rates |
Predict and perform dimensionality reduction on false discovery rates from protein quantification tables |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
x-rays |
segmentation masks |
predicted masks |
Predict segmentation masks from x-ray images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
x-rays |
coordinates |
affected lung regions |
Predict affected lung regions from x-ray images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
x-rays |
text |
model explanations |
Generate model explanations from x-ray images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
x-rays |
segmentation masks |
predicted masks |
Fine-tune the model and predict segmentation masks from x-ray images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
x-rays |
coordinates |
affected lung regions |
Fine-tune the model and predict affected lung regions from x-ray images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
x-rays |
text |
model explanations |
Fine-tune the model and generate model explanations from x-ray images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
ct-scans |
segmentation masks |
predicted masks |
Predict segmentation masks from CT scan images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
ct-scans |
coordinates |
affected lung regions |
Predict affected lung regions from CT scan images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
ct-scans |
text |
model explanations |
Generate model explanations from CT scan images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
ct-scans |
segmentation masks |
predicted masks |
Fine-tune the model and predict segmentation masks from CT scan images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
ct-scans |
coordinates |
affected lung regions |
Fine-tune the model and predict affected lung regions from CT scan images |
DeepRadiology |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
ct-scans |
text |
model explanations |
Fine-tune the model and generate model explanations from CT scan images |
DeepTox |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
structure |
chemical compound |
table |
predicted toxicity values |
Predict toxicity values from chemical compound structures |
DeepTox |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemical structures |
table |
predicted toxicity values |
Predict toxicity values from chemical structures |
DeepTox |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
list |
concentrations |
table |
predicted toxicity values |
Predict toxicity values from concentration lists |
DeepTox |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
structure |
chemical compound |
table |
result summaries |
Predict and analyze result summaries from chemical compound structures |
DeepTox |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
molecules |
chemical structures |
table |
result summaries |
Predict and analyze result summaries from chemical structures |
DeepTox |
Molecular Structures and Interactions |
Chemical Structures and Compounds |
list |
concentrations |
table |
result summaries |
Predict and analyze result summaries from concentration lists |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant calling results |
Predict variant calling results from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified variants |
Predict identified variants from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
read support information |
Predict read support information from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
variant calling results |
Predict variant calling results from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified variants |
Predict identified variants from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
graph |
read support information |
Predict read support information from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant calling results |
Fine-tune and predict variant calling results from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified variants |
Fine-tune and predict identified variants from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
read support information |
Fine-tune and predict read support information from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
variant calling results |
Fine-tune and predict variant calling results from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified variants |
Fine-tune and predict identified variants from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
graph |
read support information |
Fine-tune and predict read support information from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant calling results |
Train to produce variant calling results from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified variants |
Train to produce identified variants from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
read support information |
Train to produce read support information from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
variant calling results |
Train to produce variant calling results from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified variants |
Train to produce identified variants from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
graph |
read support information |
Train to produce read support information from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant calling results |
Train and predict variant calling results from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified variants |
Train and predict identified variants from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
read support information |
Train and predict read support information from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
variant calling results |
Train and predict variant calling results from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified variants |
Train and predict identified variants from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
graph |
read support information |
Train and predict read support information from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant calling results |
Predict and analyze variant calling results from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified variants |
Predict and analyze identified variants from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
read support information |
Predict and analyze read support information from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
variant calling results |
Predict and analyze variant calling results from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified variants |
Predict and analyze identified variants from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
graph |
read support information |
Predict and analyze read support information from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant calling results |
Predict and perform dimensionality reduction on variant calling results from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified variants |
Predict and perform dimensionality reduction on identified variants from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
read support information |
Predict and perform dimensionality reduction on read support information from DNA sequences |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
variant calling results |
Predict and perform dimensionality reduction on variant calling results from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified variants |
Predict and perform dimensionality reduction on identified variants from variant tables |
DeepVariant |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
graph |
read support information |
Predict and perform dimensionality reduction on read support information from variant tables |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
text |
extracted clinical concepts |
Extract clinical concepts from clinical text |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
table |
concept classification results |
Fine-tune the model on clinical text and predict concept classification results |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
text |
extracted clinical concepts |
Extract clinical concepts from clinical tables |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
table |
concept classification results |
Fine-tune the model on clinical tables and predict concept classification results |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
text |
extracted clinical concepts |
Extract clinical concepts from medical text |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
table |
concept classification results |
Fine-tune the model on medical text and predict concept classification results |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
text |
extracted clinical concepts |
Extract clinical concepts from clinical phenotypes text |
EHR-GPT |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical phenotypes |
table |
concept classification results |
Fine-tune the model on clinical phenotypes text and predict concept classification results |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effects from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
table |
variant effect predictions |
Predict variant effects from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
chromatin |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
variant effect predictions |
Predict variant effects from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression data to identify regulatory elements |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
gene expression |
table |
enhancer-promoter interactions |
Analyze gene expression data to predict enhancer-promoter interactions |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
chromatin accessibility |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
chromatin accessibility |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Identify regulatory elements from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
chromatin accessibility |
table |
variant effect predictions |
Predict variant effects from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
chromatin accessibility |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effects from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
variant effect predictions |
Predict variant effects from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
variant effect predictions |
Predict variant effects from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression data to identify regulatory elements |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
table |
enhancer-promoter interactions |
Analyze gene expression data to predict enhancer-promoter interactions |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Identify regulatory elements from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
variant effect predictions |
Predict variant effects from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effects from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from DNA sequences |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
table |
variant effect predictions |
Predict variant effects from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
chromatin |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
variant effect predictions |
Predict variant effects from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from histone ChIP-seq signals |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression data to identify regulatory elements |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
gene expression |
table |
enhancer-promoter interactions |
Analyze gene expression data to predict enhancer-promoter interactions |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
chromatin accessibility |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
chromatin accessibility |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
chromatin accessibility |
list |
identified regulatory elements |
Identify regulatory elements from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
chromatin accessibility |
table |
variant effect predictions |
Predict variant effects from chromatin accessibility tables |
Enformer |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
chromatin accessibility |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
list |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effects from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
table |
variant effect predictions |
Predict variant effects from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
chromatin |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
variant effect predictions |
Predict variant effects from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
signals |
histone ChIP-seq |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression data to identify regulatory elements |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
gene expression |
table |
enhancer-promoter interactions |
Analyze gene expression data to predict enhancer-promoter interactions |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
chromatin accessibility |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
chromatin accessibility |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Identify regulatory elements from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
chromatin accessibility |
table |
variant effect predictions |
Predict variant effects from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
chromatin accessibility |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effects from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
variant effect predictions |
Predict variant effects from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
variant effect predictions |
Predict variant effects from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
histone ChIP-seq |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression data to identify regulatory elements |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
table |
enhancer-promoter interactions |
Analyze gene expression data to predict enhancer-promoter interactions |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Identify regulatory elements from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
variant effect predictions |
Predict variant effects from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effects from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from DNA sequences |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
list |
identified regulatory elements |
Identify regulatory elements from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
variant effect predictions |
Predict variant effects from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
chromatin |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
identified regulatory elements |
Identify regulatory elements from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
variant effect predictions |
Predict variant effects from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from histone ChIP-seq signals |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
list |
identified regulatory elements |
Analyze gene expression data to identify regulatory elements |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
table |
enhancer-promoter interactions |
Analyze gene expression data to predict enhancer-promoter interactions |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
chromatin accessibility |
list |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
chromatin accessibility |
table |
predicted transcriptional profiles |
Predict transcriptional profiles from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
chromatin accessibility |
list |
identified regulatory elements |
Identify regulatory elements from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
chromatin accessibility |
table |
variant effect predictions |
Predict variant effects from chromatin accessibility tables |
Enformer |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
chromatin accessibility |
table |
enhancer-promoter interactions |
Predict enhancer-promoter interactions from chromatin accessibility tables |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
predicted gene expression levels |
Predict gene expression levels from gene relationship networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
predicted gene expression levels |
Predict gene expression levels from perturbation networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted gene expression levels |
Predict gene expression levels from single-cell RNA-seq tables |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
predicted perturbation effects |
Predict perturbation effects from gene relationship networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
predicted perturbation effects |
Predict perturbation effects from perturbation networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation effects |
Predict perturbation effects from single-cell RNA-seq tables |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
identified genetic interaction subtypes |
Identify genetic interaction subtypes from gene relationship networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
identified genetic interaction subtypes |
Identify genetic interaction subtypes from perturbation networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
identified genetic interaction subtypes |
Identify genetic interaction subtypes from single-cell RNA-seq tables |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
list |
recommended gene pairs for perturbation |
Recommend gene pairs for perturbation from gene relationship networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
list |
recommended gene pairs for perturbation |
Recommend gene pairs for perturbation from perturbation networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
recommended gene pairs for perturbation |
Recommend gene pairs for perturbation from single-cell RNA-seq tables |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
graph |
phenotypic clusters |
Analyze phenotypic clusters from gene relationship networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
graph |
phenotypic clusters |
Analyze phenotypic clusters from perturbation networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
phenotypic clusters |
Analyze phenotypic clusters from single-cell RNA-seq tables |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
graph |
genetic interaction networks |
Analyze genetic interaction networks from gene relationship networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
graph |
genetic interaction networks |
Analyze genetic interaction networks from perturbation networks |
GEARS |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
genetic interaction networks |
Analyze genetic interaction networks from single-cell RNA-seq tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
prioritized functional genetic variants |
Prioritize functional genetic variants from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and identify regulatory elements from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
prioritized functional genetic variants |
Fine-tune and prioritize functional genetic variants from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
identified regulatory elements |
Identify regulatory elements from variant tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
list |
prioritized functional genetic variants |
Prioritize functional genetic variants from variant tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variants |
table |
predicted gene expression levels |
Predict gene expression levels from variant tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory elements |
Identify regulatory elements from genomic annotations |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
prioritized functional genetic variants |
Prioritize functional genetic variants from genomic annotations |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
table |
predicted gene expression levels |
Predict gene expression levels from genomic annotations |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Identify regulatory elements from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
prioritized functional genetic variants |
Prioritize functional genetic variants from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and identify regulatory elements from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
prioritized functional genetic variants |
Fine-tune and prioritize functional genetic variants from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
variants |
list |
identified regulatory elements |
Identify regulatory elements from variant tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
variants |
list |
prioritized functional genetic variants |
Prioritize functional genetic variants from variant tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
variants |
table |
predicted gene expression levels |
Predict gene expression levels from variant tables |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
genomic_annotations |
list |
identified regulatory elements |
Identify regulatory elements from genomic annotations |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
genomic_annotations |
list |
prioritized functional genetic variants |
Prioritize functional genetic variants from genomic annotations |
Nucleotide Transformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
genomic_annotations |
table |
predicted gene expression levels |
Predict gene expression levels from genomic annotations |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified variants |
Predict identified variants from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
graph |
phylogenetic trees |
Predict phylogenetic trees from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Predict variant effect predictions from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
mutation summaries |
Predict mutation summaries from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
list |
identified variants |
Predict identified variants from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
graph |
phylogenetic trees |
Predict phylogenetic trees from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
table |
variant effect predictions |
Predict variant effect predictions from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
table |
mutation summaries |
Predict mutation summaries from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified variants |
Fine-tune and predict identified variants from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
graph |
phylogenetic trees |
Fine-tune and predict phylogenetic trees from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
variant effect predictions |
Fine-tune and predict variant effect predictions from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
mutation summaries |
Fine-tune and predict mutation summaries from DNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
list |
identified variants |
Fine-tune and predict identified variants from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
graph |
phylogenetic trees |
Fine-tune and predict phylogenetic trees from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
table |
variant effect predictions |
Fine-tune and predict variant effect predictions from RNA sequences |
GenSLM |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
RNA |
table |
mutation summaries |
Fine-tune and predict mutation summaries from RNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
signals |
chromatin |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
GeneBERT |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
signals |
chromatin |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Transcription Factor Binding Sites |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Predict gene expression levels from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Predict gene expression levels from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from chromatin accessibility tables |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from DNA sequences |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin signals |
GeneBERT |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
chromatin accessibility |
table |
predicted gene expression levels |
Fine-tune and predict gene expression levels from chromatin accessibility tables |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
compressed sequences |
Predict compressed sequences from DNA sequences |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
text |
compressed sequences |
text |
decompressed sequences |
Predict decompressed sequences from compressed sequences |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
compression ratios |
Predict compression ratios from DNA sequences |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
decoding speeds |
Predict decoding speeds from DNA sequences |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
latent_array |
text |
compressed sequences |
Predict compressed sequences from latent arrays |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
latent_array |
text |
decompressed sequences |
Predict decompressed sequences from latent arrays |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
latent_array |
table |
compression ratios |
Predict compression ratios from latent arrays |
Geneformer |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
latent_array |
table |
decoding speeds |
Predict decoding speeds from latent arrays |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
result summaries |
Predict result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
result summaries |
Fine-tune and predict result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Fine-tune and predict identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
result summaries |
Train and generate result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Train and generate identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Train and generate identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
result summaries |
Train and predict result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Train and predict identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Train and predict identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
result summaries |
Predict and analyze result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict and analyze identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
result summaries |
Predict and perform dimensionality reduction on result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and perform dimensionality reduction on identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict and perform dimensionality reduction on identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
result summaries |
Predict result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
result summaries |
Fine-tune and predict result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Fine-tune and predict identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Fine-tune and predict identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
result summaries |
Train and generate result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Train and generate identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Train and generate identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
result summaries |
Train and predict result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Train and predict identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Train and predict identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
result summaries |
Predict and analyze result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and analyze identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict and analyze identified regulatory elements from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
result summaries |
Predict and perform dimensionality reduction on result summaries from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified genomic features |
Predict and perform dimensionality reduction on identified genomic features from DNA sequences |
HyenaDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified regulatory elements |
Predict and perform dimensionality reduction on identified regulatory elements from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted DNAm levels |
Predict DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
DNA methylation |
list |
identified regulatory variants |
Identify regulatory variants from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variations |
list |
identified regulatory variants |
Identify regulatory variants from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory variants |
Identify regulatory variants from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted DNAm levels |
Fine-tune and predict DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
DNA methylation |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted DNAm levels |
Train and predict DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
DNA methylation |
list |
identified regulatory variants |
Train and identify regulatory variants from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variations |
list |
identified regulatory variants |
Train and identify regulatory variants from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory variants |
Train and identify regulatory variants from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
DNA methylation |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA sequences using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
DNA methylation |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA methylation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variations |
table |
fine-mapped risk loci |
Fine-map risk loci from variation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
table |
fine-mapped risk loci |
Fine-map risk loci from genomic annotations using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
sequence |
DNA |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA sequences using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
DNA methylation |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA methylation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
variations |
list |
potential novel risk genes |
Identify potential novel risk genes from variation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
potential novel risk genes |
Identify potential novel risk genes from genomic annotations using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted DNAm levels |
Predict DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
identified regulatory variants |
Identify regulatory variants from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
variations |
list |
identified regulatory variants |
Identify regulatory variants from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
identified regulatory variants |
Identify regulatory variants from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted DNAm levels |
Fine-tune and predict DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
variations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted DNAm levels |
Train and predict DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
identified regulatory variants |
Train and identify regulatory variants from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
variations |
list |
identified regulatory variants |
Train and identify regulatory variants from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
identified regulatory variants |
Train and identify regulatory variants from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA sequences |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA methylation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
variations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from variation tables |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
genomic_annotations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from genomic annotations |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA sequences using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA methylation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
variations |
table |
fine-mapped risk loci |
Fine-map risk loci from variation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
genomic_annotations |
table |
fine-mapped risk loci |
Fine-map risk loci from genomic annotations using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA sequences using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA methylation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
variations |
list |
potential novel risk genes |
Identify potential novel risk genes from variation tables using dimensionality reduction |
INTERACT |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
potential novel risk genes |
Identify potential novel risk genes from genomic annotations using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted DNAm levels |
Predict DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
DNA methylation |
list |
identified regulatory variants |
Identify regulatory variants from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
variations |
list |
identified regulatory variants |
Identify regulatory variants from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory variants |
Identify regulatory variants from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted DNAm levels |
Fine-tune and predict DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
DNA methylation |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
variations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
predicted DNAm levels |
Train and predict DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
DNA methylation |
list |
identified regulatory variants |
Train and identify regulatory variants from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
variations |
list |
identified regulatory variants |
Train and identify regulatory variants from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
identified regulatory variants |
Train and identify regulatory variants from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
DNA methylation |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
variations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
genomic_annotations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA sequences using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
DNA methylation |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA methylation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
variations |
table |
fine-mapped risk loci |
Fine-map risk loci from variation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
genomic_annotations |
table |
fine-mapped risk loci |
Fine-map risk loci from genomic annotations using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
sequence |
DNA |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA sequences using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
DNA methylation |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA methylation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
variations |
list |
potential novel risk genes |
Identify potential novel risk genes from variation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Genetic Variant Analysis |
table |
genomic_annotations |
list |
potential novel risk genes |
Identify potential novel risk genes from genomic annotations using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted DNAm levels |
Predict DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
identified regulatory variants |
Identify regulatory variants from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
variations |
list |
identified regulatory variants |
Identify regulatory variants from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
identified regulatory variants |
Identify regulatory variants from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted DNAm levels |
Fine-tune and predict DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
variations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
identified regulatory variants |
Fine-tune and identify regulatory variants from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
predicted DNAm levels |
Train and predict DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
identified regulatory variants |
Train and identify regulatory variants from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
variations |
list |
identified regulatory variants |
Train and identify regulatory variants from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
identified regulatory variants |
Train and identify regulatory variants from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA sequences |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from DNA methylation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
variations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from variation tables |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
graph |
correlation between predicted and observed DNAm levels |
Analyze correlation between predicted and observed DNAm levels from genomic annotations |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA sequences using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
table |
fine-mapped risk loci |
Fine-map risk loci from DNA methylation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
variations |
table |
fine-mapped risk loci |
Fine-map risk loci from variation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
table |
fine-mapped risk loci |
Fine-map risk loci from genomic annotations using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA sequences using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
potential novel risk genes |
Identify potential novel risk genes from DNA methylation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
variations |
list |
potential novel risk genes |
Identify potential novel risk genes from variation tables using dimensionality reduction |
INTERACT |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
potential novel risk genes |
Identify potential novel risk genes from genomic annotations using dimensionality reduction |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
text |
predicted answers |
Predict answers to medical questions from medical images |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
captions |
text |
predicted answers |
Predict answers to medical questions from image captions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
questions |
text |
predicted answers |
Predict answers to medical questions from text questions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
text |
model explanations |
Generate model explanations based on medical images |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
captions |
text |
model explanations |
Generate model explanations based on image captions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
questions |
text |
model explanations |
Generate model explanations based on text questions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
text |
pathology report summaries |
Summarize pathology reports from medical images |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
captions |
text |
pathology report summaries |
Summarize pathology reports from image captions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
questions |
text |
pathology report summaries |
Summarize pathology reports from text questions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
predicted answers |
Predict answers to medical questions from medical images |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
text |
captions |
text |
predicted answers |
Predict answers to medical questions from image captions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
predicted answers |
Predict answers to medical questions from text questions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
model explanations |
Generate model explanations based on medical images |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
text |
captions |
text |
model explanations |
Generate model explanations based on image captions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
model explanations |
Generate model explanations based on text questions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
pathology report summaries |
Summarize pathology reports from medical images |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
text |
captions |
text |
pathology report summaries |
Summarize pathology reports from image captions |
LLaVA-Med |
Biomedical Imaging and Functional Analysis |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
pathology report summaries |
Summarize pathology reports from text questions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
medical |
text |
predicted answers |
Predict answers to medical questions from medical images |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
captions |
text |
predicted answers |
Predict answers to medical questions from image captions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
questions |
text |
predicted answers |
Predict answers to medical questions from text questions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
medical |
text |
model explanations |
Generate model explanations based on medical images |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
captions |
text |
model explanations |
Generate model explanations based on image captions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
questions |
text |
model explanations |
Generate model explanations based on text questions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
medical |
text |
pathology report summaries |
Summarize pathology reports from medical images |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
captions |
text |
pathology report summaries |
Summarize pathology reports from image captions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
questions |
text |
pathology report summaries |
Summarize pathology reports from text questions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
predicted answers |
Predict answers to medical questions from medical images |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
captions |
text |
predicted answers |
Predict answers to medical questions from image captions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
predicted answers |
Predict answers to medical questions from text questions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
model explanations |
Generate model explanations based on medical images |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
captions |
text |
model explanations |
Generate model explanations based on image captions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
model explanations |
Generate model explanations based on text questions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
pathology report summaries |
Summarize pathology reports from medical images |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
captions |
text |
pathology report summaries |
Summarize pathology reports from image captions |
LLaVA-Med |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
pathology report summaries |
Summarize pathology reports from text questions |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
text |
predicted answers |
Predict answers from medical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical |
text |
predicted answers |
Predict answers from clinical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
text |
predicted answers |
Predict answers from questions text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
text |
predicted answers |
Predict answers from dialogue consultations text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
text |
predicted answers |
Predict answers from medical images |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
list |
identified biases |
Analyze medical text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical |
list |
identified biases |
Analyze clinical text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
list |
identified biases |
Analyze questions text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
list |
identified biases |
Analyze dialogue consultations text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
list |
identified biases |
Analyze medical images predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
list |
potential harms |
Analyze medical text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical |
list |
potential harms |
Analyze clinical text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
list |
potential harms |
Analyze questions text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
list |
potential harms |
Analyze dialogue consultations text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
list |
potential harms |
Analyze medical images predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
medical |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from medical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
clinical |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from clinical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
questions |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from questions text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
text |
dialogue_consultations |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from dialogue consultations text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Biomedical Knowledge and Question Answering |
images |
medical |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from medical images |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
text |
predicted answers |
Predict answers from medical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
text |
predicted answers |
Predict answers from clinical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
questions |
text |
predicted answers |
Predict answers from questions text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
text |
predicted answers |
Predict answers from dialogue consultations text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
medical |
text |
predicted answers |
Predict answers from medical images |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
identified biases |
Analyze medical text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
identified biases |
Analyze clinical text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
questions |
list |
identified biases |
Analyze questions text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
list |
identified biases |
Analyze dialogue consultations text predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
medical |
list |
identified biases |
Analyze medical images predictions to identify biases |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
list |
potential harms |
Analyze medical text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
potential harms |
Analyze clinical text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
questions |
list |
potential harms |
Analyze questions text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
list |
potential harms |
Analyze dialogue consultations text predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
medical |
list |
potential harms |
Analyze medical images predictions to identify potential harms |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
medical |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from medical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from clinical text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
questions |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from questions text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
dialogue_consultations |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from dialogue consultations text |
Med-PaLM |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
medical |
table |
medical knowledge Q&A results |
Generate medical knowledge Q&A results from medical images |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
list |
potential candidates |
Predict potential candidates from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
list |
potential candidates |
Predict potential candidates from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
sequence |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein structures |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
coordinates |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
3D Molecular Structures |
structure |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
coordinates |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
list |
potential candidates |
Predict potential candidates from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
list |
potential candidates |
Predict potential candidates from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
coordinates |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
coordinates |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
coordinates |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
coordinates |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
sequence |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein sequences |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein structures |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
coordinates |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Molecular Structures and Interactions |
Peptide Design |
structure |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
coordinates |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
list |
potential candidates |
Predict potential candidates from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
list |
potential candidates |
Predict potential candidates from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
coordinates |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
coordinates |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
coordinates |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
coordinates |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
sequence |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
coordinates |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
3D Molecular Structures |
structure |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
coordinates |
predicted 3D structures |
Predict 3D structures from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
coordinates |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
3D structure |
list |
potential candidates |
Predict potential candidates from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
list |
potential candidates |
Predict potential candidates from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
list |
potential candidates |
Predict potential candidates from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
table |
predicted toxicity values |
Predict toxicity values from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
coordinates |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
3D structure |
table |
predicted toxicity values |
Predict toxicity values from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
list |
antimicrobial properties |
Predict antimicrobial properties from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
coordinates |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
3D structure |
list |
antimicrobial properties |
Predict antimicrobial properties from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
coordinates |
predicted 3D structures |
Fine-tune and predict 3D structures from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
coordinates |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
3D structure |
list |
potential candidates |
Fine-tune and predict potential candidates from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
list |
potential candidates |
Fine-tune and predict potential candidates from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
coordinates |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
3D structure |
table |
predicted toxicity values |
Fine-tune and predict toxicity values from 3D structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
sequence |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein sequences |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
protein |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from protein structures |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
coordinates |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structure coordinates |
M3-CAD |
Drug Discovery and Biomedical Applications |
Peptide Design |
structure |
3D structure |
list |
antimicrobial properties |
Fine-tune and predict antimicrobial properties from 3D structures |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
descriptions |
text |
extracted clinical concepts |
Predict extracted clinical concepts from textual descriptions |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
descriptions |
list |
identified clinical features |
Predict identified clinical features from textual descriptions |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
text |
extracted clinical concepts |
Predict extracted clinical concepts from clinical tables |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
list |
identified clinical features |
Predict identified clinical features from clinical tables |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
text |
extracted clinical concepts |
Predict extracted clinical concepts from clinical text |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
identified clinical features |
Predict identified clinical features from clinical text |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
descriptions |
text |
extracted clinical concepts |
Fine-tune and predict extracted clinical concepts from textual descriptions |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
descriptions |
list |
identified clinical features |
Fine-tune and predict identified clinical features from textual descriptions |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
text |
extracted clinical concepts |
Fine-tune and predict extracted clinical concepts from clinical tables |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
table |
clinical |
list |
identified clinical features |
Fine-tune and predict identified clinical features from clinical tables |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
text |
extracted clinical concepts |
Fine-tune and predict extracted clinical concepts from clinical text |
Sent-e-Med and LLaMA2-EHR |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
clinical |
list |
identified clinical features |
Fine-tune and predict identified clinical features from clinical text |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Predict DNA motifs associated with methylation from DNA sequences |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from DNA sequences |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Predict methylation sites based on taxonomic lineages |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from taxonomic lineages |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Train the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Train the model on DNA sequences and predict DNA motifs associated with methylation |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
taxonomic lineage correlations |
Train the model on DNA sequences and predict taxonomic lineage correlations |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Train the model on taxonomic lineages and predict methylation sites |
MuLan-Methyl |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Train the model on taxonomic lineages and predict taxonomic lineage correlations |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Predict DNA motifs associated with methylation from DNA sequences |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from DNA sequences |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Predict methylation sites based on taxonomic lineages |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from taxonomic lineages |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Train the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Train the model on DNA sequences and predict DNA motifs associated with methylation |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
taxonomic lineage correlations |
Train the model on DNA sequences and predict taxonomic lineage correlations |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Train the model on taxonomic lineages and predict methylation sites |
MuLan-Methyl |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Train the model on taxonomic lineages and predict taxonomic lineage correlations |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Predict DNA motifs associated with methylation from DNA sequences |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from DNA sequences |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Predict methylation sites based on taxonomic lineages |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from taxonomic lineages |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Train the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Train the model on DNA sequences and predict DNA motifs associated with methylation |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
taxonomic lineage correlations |
Train the model on DNA sequences and predict taxonomic lineage correlations |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Train the model on taxonomic lineages and predict methylation sites |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Train the model on taxonomic lineages and predict taxonomic lineage correlations |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Predict DNA motifs associated with methylation from DNA sequences |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from DNA sequences |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Predict methylation sites based on taxonomic lineages |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Predict and analyze taxonomic lineage correlations from taxonomic lineages |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Train the model on DNA sequences and predict methylation sites |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
text |
DNA motifs associated with methylation |
Train the model on DNA sequences and predict DNA motifs associated with methylation |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
taxonomic lineage correlations |
Train the model on DNA sequences and predict taxonomic lineage correlations |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
predicted methylation sites |
Train the model on taxonomic lineages and predict methylation sites |
MuLan-Methyl |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
taxonomic_lineages |
list |
taxonomic lineage correlations |
Train the model on taxonomic lineages and predict taxonomic lineage correlations |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
prediction |
cancer survival |
Predict cancer survival from gene expression data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
prediction |
cancer stage |
Predict cancer stage from gene expression data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
prediction |
drug response |
Predict drug response from gene expression data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
list |
important genes and pathways |
Identify important genes and pathways from gene expression data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from gene expression data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA methylation |
prediction |
cancer survival |
Predict cancer survival from DNA methylation data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA methylation |
prediction |
cancer stage |
Predict cancer stage from DNA methylation data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA methylation |
prediction |
drug response |
Predict drug response from DNA methylation data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA methylation |
list |
important genes and pathways |
Identify important genes and pathways from DNA methylation data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA methylation |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from DNA methylation data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA CNV |
prediction |
cancer survival |
Predict cancer survival from DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA CNV |
prediction |
cancer stage |
Predict cancer stage from DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA CNV |
prediction |
drug response |
Predict drug response from DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA CNV |
list |
important genes and pathways |
Identify important genes and pathways from DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
DNA CNV |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression+table |
prediction |
cancer survival |
Predict cancer survival from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression+table |
prediction |
cancer stage |
Predict cancer stage from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression+table |
prediction |
drug response |
Predict drug response from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression+table |
list |
important genes and pathways |
Identify important genes and pathways from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression+table |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
prediction |
cancer survival |
Predict cancer survival from gene expression data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
prediction |
cancer stage |
Predict cancer stage from gene expression data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
prediction |
drug response |
Predict drug response from gene expression data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
list |
important genes and pathways |
Identify important genes and pathways from gene expression data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from gene expression data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA methylation |
prediction |
cancer survival |
Predict cancer survival from DNA methylation data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA methylation |
prediction |
cancer stage |
Predict cancer stage from DNA methylation data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA methylation |
prediction |
drug response |
Predict drug response from DNA methylation data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA methylation |
list |
important genes and pathways |
Identify important genes and pathways from DNA methylation data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA methylation |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from DNA methylation data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA CNV |
prediction |
cancer survival |
Predict cancer survival from DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA CNV |
prediction |
cancer stage |
Predict cancer stage from DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA CNV |
prediction |
drug response |
Predict drug response from DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA CNV |
list |
important genes and pathways |
Identify important genes and pathways from DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
DNA CNV |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression+table |
prediction |
cancer survival |
Predict cancer survival from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression+table |
prediction |
cancer stage |
Predict cancer stage from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression+table |
prediction |
drug response |
Predict drug response from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression+table |
list |
important genes and pathways |
Identify important genes and pathways from integrated gene expression, DNA methylation, and DNA CNV data |
Pathformer |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression+table |
graph |
pathway crosstalk networks |
Generate pathway crosstalk networks from integrated gene expression, DNA methylation, and DNA CNV data |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein structures |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein structures |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein structures |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
list |
identified mitochondrial features |
Identify mitochondrial features from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
list |
identified mitochondrial features |
Identify mitochondrial features from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein structures |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein structures |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein structures |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
sequence |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
sequence |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
structure |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein structures |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
structure |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein structures |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
structure |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein structures |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
coordinates |
3D structure |
list |
identified mitochondrial features |
Identify mitochondrial features from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
images |
cryo-EM |
list |
identified mitochondrial features |
Identify mitochondrial features from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
sequence |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
sequence |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein sequences |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
structure |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein structures |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
structure |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein structures |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
structure |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein structures |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
coordinates |
3D structure |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
images |
cryo-EM |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from cryo-EM images |
ProGen |
Genomics and Genetic Analysis |
Biomedical Imaging |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
list |
identified mitochondrial features |
Identify mitochondrial features from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
list |
identified mitochondrial features |
Identify mitochondrial features from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
structure |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Genetic or Genomics Sequence Analysis |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
sequence |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
sequence |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
structure |
protein |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
structure |
protein |
list |
identified mitochondrial features |
Identify mitochondrial features from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
structure |
protein |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
coordinates |
3D structure |
list |
identified mitochondrial features |
Identify mitochondrial features from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
cryo-EM |
list |
identified mitochondrial features |
Identify mitochondrial features from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Summarize quantitative PCR results from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
sequence |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
sequence |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
sequence |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein sequences |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
structure |
protein |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
structure |
protein |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
structure |
protein |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from protein structures |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
coordinates |
3D structure |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
coordinates |
3D structure |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
coordinates |
3D structure |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from 3D structure coordinates |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
cryo-EM |
graph |
mitochondrial distribution patterns |
Fine-tune and predict mitochondrial distribution patterns from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
cryo-EM |
list |
identified mitochondrial features |
Fine-tune and identify mitochondrial features from cryo-EM images |
ProGen |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
cryo-EM |
table |
quantitative PCR result summaries |
Fine-tune and summarize quantitative PCR results from cryo-EM images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
pathology slides |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
pathology slides |
table |
mutation prediction results |
Predict mutation results from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
pathology reports |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
pathology reports |
table |
mutation prediction results |
Predict mutation results from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
pathology slides |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
pathology slides |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
pathology reports |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
text |
pathology reports |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
images |
pathology slides |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
images |
pathology slides |
table |
mutation prediction results |
Predict mutation results from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
text |
pathology reports |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
text |
pathology reports |
table |
mutation prediction results |
Predict mutation results from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
images |
pathology slides |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
images |
pathology slides |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology slide images |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
text |
pathology reports |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology reports |
Prov-GigaPath |
Biomedical Imaging and Functional Analysis |
Clinical and EHR Data |
text |
pathology reports |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
pathology slides |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
pathology slides |
table |
mutation prediction results |
Predict mutation results from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
pathology reports |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
pathology reports |
table |
mutation prediction results |
Predict mutation results from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
pathology slides |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
images |
pathology slides |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
pathology reports |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Biomedical Imaging |
text |
pathology reports |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
pathology slides |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
pathology slides |
table |
mutation prediction results |
Predict mutation results from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
pathology reports |
text |
predicted cancer subtypes |
Predict cancer subtypes from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
pathology reports |
table |
mutation prediction results |
Predict mutation results from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
pathology slides |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
images |
pathology slides |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology slide images |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
pathology reports |
text |
predicted cancer subtypes |
Fine-tune and predict cancer subtypes from pathology reports |
Prov-GigaPath |
Clinical Data and Biomedical Knowledge |
Clinical and EHR Data |
text |
pathology reports |
table |
mutation prediction results |
Fine-tune and predict mutation results from pathology reports |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
list |
identified motifs |
Predict identified motifs from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
graph |
position-specific effect curves |
Predict position-specific effect curves from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
table |
correlation with experimental data |
Predict correlation with experimental data from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
list |
identified motifs |
Predict identified motifs from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
graph |
position-specific effect curves |
Predict position-specific effect curves from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
table |
correlation with experimental data |
Predict correlation with experimental data from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
gene expression |
list |
identified motifs |
Predict identified motifs from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
gene expression |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
gene expression |
graph |
position-specific effect curves |
Predict position-specific effect curves from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Transcription Initiation and Splicing Sites |
table |
gene expression |
table |
correlation with experimental data |
Predict correlation with experimental data from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified motifs |
Predict identified motifs from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
graph |
position-specific effect curves |
Predict position-specific effect curves from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
correlation with experimental data |
Predict correlation with experimental data from DNA sequences |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified motifs |
Predict identified motifs from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
graph |
position-specific effect curves |
Predict position-specific effect curves from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
correlation with experimental data |
Predict correlation with experimental data from chromatin signals |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
list |
identified motifs |
Predict identified motifs from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
graph |
position-specific effect curves |
Predict position-specific effect curves from gene expression tables |
Puffin |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
table |
correlation with experimental data |
Predict correlation with experimental data from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
list |
identified motifs |
Predict identified motifs from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
graph |
position-specific effect curves |
Predict position-specific effect curves from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
sequence |
DNA |
table |
correlation with experimental data |
Predict correlation with experimental data from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
list |
identified motifs |
Predict identified motifs from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
graph |
position-specific effect curves |
Predict position-specific effect curves from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
signals |
chromatin |
table |
correlation with experimental data |
Predict correlation with experimental data from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
gene expression |
list |
identified motifs |
Predict identified motifs from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
gene expression |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
gene expression |
graph |
position-specific effect curves |
Predict position-specific effect curves from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Transcription Initiation and Splicing Sites |
table |
gene expression |
table |
correlation with experimental data |
Predict correlation with experimental data from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
identified motifs |
Predict identified motifs from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
graph |
position-specific effect curves |
Predict position-specific effect curves from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
table |
correlation with experimental data |
Predict correlation with experimental data from DNA sequences |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
list |
identified motifs |
Predict identified motifs from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
graph |
position-specific effect curves |
Predict position-specific effect curves from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
signals |
chromatin |
table |
correlation with experimental data |
Predict correlation with experimental data from chromatin signals |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
list |
identified motifs |
Predict identified motifs from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
text |
predicted transcription initiation sites |
Predict transcription initiation sites from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
graph |
position-specific effect curves |
Predict position-specific effect curves from gene expression tables |
Puffin |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
gene expression |
table |
correlation with experimental data |
Predict correlation with experimental data from gene expression tables |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
signals |
EEG recordings |
table |
predicted pain intensity ratings |
Predict pain intensity ratings from EEG recordings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
signals |
EEG recordings |
list |
important EEG features |
Identify important EEG features from EEG recordings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
pain ratings |
list |
important EEG features |
Identify important EEG features using pain ratings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
number |
stimulus intensity |
table |
predicted pain intensity ratings |
Predict pain intensity ratings from stimulus intensity |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
number |
stimulus intensity |
list |
important EEG features |
Identify important EEG features from stimulus intensity |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
signals |
EEG recordings |
table |
predicted pain intensity ratings |
Fine-tune and predict pain intensity ratings from EEG recordings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
signals |
EEG recordings |
list |
important EEG features |
Fine-tune and identify important EEG features from EEG recordings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
pain ratings |
table |
predicted pain intensity ratings |
Fine-tune and predict pain intensity ratings from pain ratings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
table |
pain ratings |
list |
important EEG features |
Fine-tune and identify important EEG features from pain ratings |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
number |
stimulus intensity |
table |
predicted pain intensity ratings |
Fine-tune and predict pain intensity ratings from stimulus intensity |
RiskPredictionNet |
Biomedical Imaging and Functional Analysis |
Brain Functional Analysis |
number |
stimulus intensity |
list |
important EEG features |
Fine-tune and identify important EEG features from stimulus intensity |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
signals |
EEG recordings |
table |
predicted pain intensity ratings |
Predict pain intensity ratings from EEG recordings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
signals |
EEG recordings |
list |
important EEG features |
Identify important EEG features from EEG recordings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
table |
pain ratings |
list |
important EEG features |
Identify important EEG features using pain ratings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
number |
stimulus intensity |
table |
predicted pain intensity ratings |
Predict pain intensity ratings from stimulus intensity |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
number |
stimulus intensity |
list |
important EEG features |
Identify important EEG features from stimulus intensity |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
signals |
EEG recordings |
table |
predicted pain intensity ratings |
Fine-tune and predict pain intensity ratings from EEG recordings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
signals |
EEG recordings |
list |
important EEG features |
Fine-tune and identify important EEG features from EEG recordings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
table |
pain ratings |
table |
predicted pain intensity ratings |
Fine-tune and predict pain intensity ratings from pain ratings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
table |
pain ratings |
list |
important EEG features |
Fine-tune and identify important EEG features from pain ratings |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
number |
stimulus intensity |
table |
predicted pain intensity ratings |
Fine-tune and predict pain intensity ratings from stimulus intensity |
RiskPredictionNet |
Clinical Data and Biomedical Knowledge |
Brain Functional Analysis |
number |
stimulus intensity |
list |
important EEG features |
Fine-tune and identify important EEG features from stimulus intensity |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
similar cell states |
Predict similar cell states from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell annotation results |
Predict cell annotation results from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell similarity networks |
Predict cell similarity networks from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Fine-tune and predict low-dimensional cell embeddings from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
similar cell states |
Fine-tune and predict similar cell states from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell annotation results |
Fine-tune and predict cell annotation results from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell similarity networks |
Fine-tune and predict cell similarity networks from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Train to generate low-dimensional cell embeddings from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
similar cell states |
Train to generate similar cell states from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell annotation results |
Train to generate cell annotation results from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell similarity networks |
Train to generate cell similarity networks from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Train and predict low-dimensional cell embeddings from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
similar cell states |
Train and predict similar cell states from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell annotation results |
Train and predict cell annotation results from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell similarity networks |
Train and predict cell similarity networks from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict and analyze low-dimensional cell embeddings from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
similar cell states |
Predict and analyze similar cell states from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell annotation results |
Predict and analyze cell annotation results from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell similarity networks |
Predict and analyze cell similarity networks from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict and perform dimensionality reduction to generate low-dimensional cell embeddings from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
similar cell states |
Predict and perform dimensionality reduction to generate similar cell states from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell annotation results |
Predict and perform dimensionality reduction to generate cell annotation results from scRNA-seq tables |
SCimilarity |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell similarity networks |
Predict and perform dimensionality reduction to generate cell similarity networks from scRNA-seq tables |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted TCR sequences |
Predict TCR sequences from protein sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted epitope sequences |
Predict epitope sequences from protein sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from protein sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted TCR sequences |
Predict TCR sequences from MHC sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted epitope sequences |
Predict epitope sequences from MHC sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from MHC sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted TCR sequences |
Fine-tune the model on protein sequences and predict TCR sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted epitope sequences |
Fine-tune the model on protein sequences and predict epitope sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on protein sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted TCR sequences |
Fine-tune the model on MHC sequences and predict TCR sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted epitope sequences |
Fine-tune the model on MHC sequences and predict epitope sequences |
TULIP |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on MHC sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted TCR sequences |
Predict TCR sequences from protein sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted epitope sequences |
Predict epitope sequences from protein sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from protein sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted TCR sequences |
Predict TCR sequences from MHC sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted epitope sequences |
Predict epitope sequences from MHC sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from MHC sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted TCR sequences |
Fine-tune the model on protein sequences and predict TCR sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted epitope sequences |
Fine-tune the model on protein sequences and predict epitope sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on protein sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted TCR sequences |
Fine-tune the model on MHC sequences and predict TCR sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted epitope sequences |
Fine-tune the model on MHC sequences and predict epitope sequences |
TULIP |
Genomics and Genetic Analysis |
Protein-Protein Interactions |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on MHC sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted TCR sequences |
Predict TCR sequences from protein sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted epitope sequences |
Predict epitope sequences from protein sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from protein sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted TCR sequences |
Predict TCR sequences from MHC sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted epitope sequences |
Predict epitope sequences from MHC sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from MHC sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted TCR sequences |
Fine-tune the model on protein sequences and predict TCR sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
text |
predicted epitope sequences |
Fine-tune the model on protein sequences and predict epitope sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on protein sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted TCR sequences |
Fine-tune the model on MHC sequences and predict TCR sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
text |
predicted epitope sequences |
Fine-tune the model on MHC sequences and predict epitope sequences |
TULIP |
Molecular Structures and Interactions |
Genetic or Genomics Sequence Analysis |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on MHC sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted TCR sequences |
Predict TCR sequences from protein sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted epitope sequences |
Predict epitope sequences from protein sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from protein sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted TCR sequences |
Predict TCR sequences from MHC sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted epitope sequences |
Predict epitope sequences from MHC sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Identify potential TCR candidates for specific epitopes from MHC sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted TCR sequences |
Fine-tune the model on protein sequences and predict TCR sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
text |
predicted epitope sequences |
Fine-tune the model on protein sequences and predict epitope sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
protein |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on protein sequences and identify potential TCR candidates for specific epitopes |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted TCR sequences |
Fine-tune the model on MHC sequences and predict TCR sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
MHC |
text |
predicted epitope sequences |
Fine-tune the model on MHC sequences and predict epitope sequences |
TULIP |
Molecular Structures and Interactions |
Protein-Protein Interactions |
sequence |
MHC |
list |
potential TCR candidates for specific epitopes |
Fine-tune the model on MHC sequences and identify potential TCR candidates for specific epitopes |
TransferChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
predicted gene expression levels |
Predict gene expression levels from histone ChIP-seq signals |
TransferChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
histone modifications |
list |
predicted gene expression levels |
Predict gene expression levels from a list of histone modifications |
TransferChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
list |
important histone marks |
Analyze gene expression tables to identify important histone marks |
TransferChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
list |
cell lines |
list |
predicted gene expression levels |
Fine-tune the model on different cell lines to predict gene expression levels |
TransferChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
signals |
histone ChIP-seq |
list |
important histone marks |
Predict and reduce the dimensionality of histone ChIP-seq signals to find important histone marks |
TransferChrome |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
gene expression |
list |
predicted gene expression levels |
Predict gene expression levels from gene expression tables |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Predict segmentation masks from medical images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
medical |
image |
segmented regions |
Predict segmented regions from medical images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
microscopy |
segmentation masks |
predicted masks |
Predict segmentation masks from microscopy images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
microscopy |
image |
segmented regions |
Predict segmented regions from microscopy images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
tomographic |
segmentation masks |
predicted masks |
Predict segmentation masks from tomographic images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
tomographic |
image |
segmented regions |
Predict segmented regions from tomographic images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
X-ray |
segmentation masks |
predicted masks |
Predict segmentation masks from X-ray images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
X-ray |
image |
segmented regions |
Predict segmented regions from X-ray images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from medical images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
medical |
image |
segmented regions |
Fine-tune and predict segmented regions from medical images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
microscopy |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from microscopy images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
microscopy |
image |
segmented regions |
Fine-tune and predict segmented regions from microscopy images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
tomographic |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from tomographic images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
tomographic |
image |
segmented regions |
Fine-tune and predict segmented regions from tomographic images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
X-ray |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from X-ray images |
UMedPT |
Drug Discovery and Biomedical Applications |
Biomedical Imaging |
images |
X-ray |
image |
segmented regions |
Fine-tune and predict segmented regions from X-ray images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Predict segmentation masks from medical images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
image |
segmented regions |
Predict segmented regions from medical images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
microscopy |
segmentation masks |
predicted masks |
Predict segmentation masks from microscopy images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
microscopy |
image |
segmented regions |
Predict segmented regions from microscopy images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
tomographic |
segmentation masks |
predicted masks |
Predict segmentation masks from tomographic images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
tomographic |
image |
segmented regions |
Predict segmented regions from tomographic images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
X-ray |
segmentation masks |
predicted masks |
Predict segmentation masks from X-ray images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
X-ray |
image |
segmented regions |
Predict segmented regions from X-ray images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from medical images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
medical |
image |
segmented regions |
Fine-tune and predict segmented regions from medical images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
microscopy |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from microscopy images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
microscopy |
image |
segmented regions |
Fine-tune and predict segmented regions from microscopy images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
tomographic |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from tomographic images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
tomographic |
image |
segmented regions |
Fine-tune and predict segmented regions from tomographic images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
X-ray |
segmentation masks |
predicted masks |
Fine-tune and predict segmentation masks from X-ray images |
UMedPT |
Biomedical Imaging and Functional Analysis |
Biomedical Imaging |
images |
X-ray |
image |
segmented regions |
Fine-tune and predict segmented regions from X-ray images |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
coordinates |
point clouds |
coordinates |
detected object positions |
Predict detected object positions from point clouds |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
coordinates |
point clouds |
mesh |
reconstructed object shapes |
Predict reconstructed object shapes from point clouds |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
coordinates |
point clouds |
coordinates |
detected object positions |
Train and predict detected object positions from point clouds |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
coordinates |
point clouds |
mesh |
reconstructed object shapes |
Train and predict reconstructed object shapes from point clouds |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
images |
scene images |
coordinates |
detected object positions |
Predict detected object positions from scene images |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
images |
scene images |
mesh |
reconstructed object shapes |
Predict reconstructed object shapes from scene images |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
images |
scene images |
coordinates |
detected object positions |
Train and predict detected object positions from scene images |
AncLearn |
Biomedical Imaging and Functional Analysis |
3D Computer vision, Scene Understanding, and Object Recognition |
images |
scene images |
mesh |
reconstructed object shapes |
Train and predict reconstructed object shapes from scene images |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
Critical genes |
Predict Critical genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
Critical genes |
Fine-tune and predict Critical genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
Critical genes |
Train to identify Critical genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
Critical genes |
Train and predict Critical genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
Critical genes |
Predict and analyze Critical genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
Critical genes |
Predict and perform dimensionality reduction to identify Critical genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
pathway enrichment results |
Predict pathway enrichment results from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
pathway enrichment results |
Fine-tune and predict pathway enrichment results from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
pathway enrichment results |
Train to identify pathway enrichment results from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
pathway enrichment results |
Train and predict pathway enrichment results from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
pathway enrichment results |
Predict and analyze pathway enrichment results from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
pathway enrichment results |
Predict and perform dimensionality reduction to identify pathway enrichment results from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
graph |
gene interaction networks |
Predict gene interaction networks from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
graph |
gene interaction networks |
Fine-tune and predict gene interaction networks from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
graph |
gene interaction networks |
Train to identify gene interaction networks from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
graph |
gene interaction networks |
Train and predict gene interaction networks from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
graph |
gene interaction networks |
Predict and analyze gene interaction networks from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
graph |
gene interaction networks |
Predict and perform dimensionality reduction to identify gene interaction networks from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
validated disease-related genes |
Predict validated disease-related genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
validated disease-related genes |
Fine-tune and predict validated disease-related genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
validated disease-related genes |
Train to identify validated disease-related genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
validated disease-related genes |
Train and predict validated disease-related genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
validated disease-related genes |
Predict and analyze validated disease-related genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
validated disease-related genes |
Predict and perform dimensionality reduction to identify validated disease-related genes from gene expression tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
Critical genes |
Predict Critical genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
Critical genes |
Fine-tune and predict Critical genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
Critical genes |
Train to identify Critical genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
Critical genes |
Train and predict Critical genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
Critical genes |
Predict and analyze Critical genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
Critical genes |
Predict and perform dimensionality reduction to identify Critical genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
pathway enrichment results |
Predict pathway enrichment results from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
pathway enrichment results |
Fine-tune and predict pathway enrichment results from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
pathway enrichment results |
Train to identify pathway enrichment results from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
pathway enrichment results |
Train and predict pathway enrichment results from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
pathway enrichment results |
Predict and analyze pathway enrichment results from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
table |
pathway enrichment results |
Predict and perform dimensionality reduction to identify pathway enrichment results from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene interaction networks |
Predict gene interaction networks from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene interaction networks |
Fine-tune and predict gene interaction networks from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene interaction networks |
Train to identify gene interaction networks from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene interaction networks |
Train and predict gene interaction networks from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene interaction networks |
Predict and analyze gene interaction networks from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
graph |
gene interaction networks |
Predict and perform dimensionality reduction to identify gene interaction networks from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
validated disease-related genes |
Predict validated disease-related genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
validated disease-related genes |
Fine-tune and predict validated disease-related genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
validated disease-related genes |
Train to identify validated disease-related genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
validated disease-related genes |
Train and predict validated disease-related genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
validated disease-related genes |
Predict and analyze validated disease-related genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
list |
validated disease-related genes |
Predict and perform dimensionality reduction to identify validated disease-related genes from gene relationship networks |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
Critical genes |
Predict Critical genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
Critical genes |
Fine-tune and predict Critical genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
Critical genes |
Train to identify Critical genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
Critical genes |
Train and predict Critical genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
Critical genes |
Predict and analyze Critical genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
Critical genes |
Predict and perform dimensionality reduction to identify Critical genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
table |
pathway enrichment results |
Predict pathway enrichment results from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
table |
pathway enrichment results |
Fine-tune and predict pathway enrichment results from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
table |
pathway enrichment results |
Train to identify pathway enrichment results from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
table |
pathway enrichment results |
Train and predict pathway enrichment results from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
table |
pathway enrichment results |
Predict and analyze pathway enrichment results from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
table |
pathway enrichment results |
Predict and perform dimensionality reduction to identify pathway enrichment results from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
graph |
gene interaction networks |
Predict gene interaction networks from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
graph |
gene interaction networks |
Fine-tune and predict gene interaction networks from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
graph |
gene interaction networks |
Train to identify gene interaction networks from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
graph |
gene interaction networks |
Train and predict gene interaction networks from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
graph |
gene interaction networks |
Predict and analyze gene interaction networks from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
graph |
gene interaction networks |
Predict and perform dimensionality reduction to identify gene interaction networks from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
validated disease-related genes |
Predict validated disease-related genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
validated disease-related genes |
Fine-tune and predict validated disease-related genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
validated disease-related genes |
Train to identify validated disease-related genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
validated disease-related genes |
Train and predict validated disease-related genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
validated disease-related genes |
Predict and analyze validated disease-related genes from pathway enrichment tables |
XA4C |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
pathway enrichment |
list |
validated disease-related genes |
Predict and perform dimensionality reduction to identify validated disease-related genes from pathway enrichment tables |
iDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
iDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA sequences |
iDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
DNA methylation |
list |
predicted methylation sites |
Predict methylation sites from DNA methylation tables |
iDNA |
Genomics and Genetic Analysis |
Genetic or Genomics Sequence Analysis |
table |
DNA methylation |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA methylation tables |
iDNA |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
iDNA |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA sequences |
iDNA |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
predicted methylation sites |
Predict methylation sites from DNA methylation tables |
iDNA |
Genomics and Genetic Analysis |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA methylation tables |
iDNA |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
iDNA |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA sequences |
iDNA |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
DNA methylation |
list |
predicted methylation sites |
Predict methylation sites from DNA methylation tables |
iDNA |
Epigenetics and Chromatin Studies |
Genetic or Genomics Sequence Analysis |
table |
DNA methylation |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA methylation tables |
iDNA |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Predict methylation sites from DNA sequences |
iDNA |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
sequence |
DNA |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA sequences |
iDNA |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
predicted methylation sites |
Predict methylation sites from DNA methylation tables |
iDNA |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
predicted methylation sites |
Fine-tune the model and predict methylation sites from DNA methylation tables |
mEthAE |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
list |
global CpG groups |
Predict global CpG groups from DNA methylation data |
mEthAE |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
DNA methylation |
table |
latent feature perturbation effects |
Predict and analyze latent feature perturbation effects from DNA methylation data |
mEthAE |
Epigenetics and Chromatin Studies |
Chromatin and Epigenetics |
table |
genomic_annotations |
list |
global CpG groups |
Predict and perform dimensionality reduction on genomic annotations to identify global CpG groups |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
top-attention genes |
Predict top-attention genes from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
top-attention genes |
Predict top-attention genes from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
novel cell types discovered |
Predict novel cell types discovered from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
novel cell types discovered |
Predict novel cell types discovered from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
top-attention genes |
Fine-tune and predict top-attention genes from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
top-attention genes |
Fine-tune and predict top-attention genes from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
top-attention genes |
Predict top-attention genes from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
top-attention genes |
Predict top-attention genes from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
novel cell types discovered |
Predict novel cell types discovered from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
novel cell types discovered |
Predict novel cell types discovered from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
top-attention genes |
Fine-tune and predict top-attention genes from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
top-attention genes |
Fine-tune and predict top-attention genes from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from scRNA-seq tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scBERT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
top-attention genes |
Predict top-attention genes from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
top-attention genes |
Predict top-attention genes from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
novel cell types discovered |
Predict novel cell types discovered from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
novel cell types discovered |
Predict novel cell types discovered from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
top-attention genes |
Fine-tune and predict top-attention genes from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
top-attention genes |
Fine-tune and predict top-attention genes from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
top-attention genes |
Predict top-attention genes from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
top-attention genes |
Predict top-attention genes from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
novel cell types discovered |
Predict novel cell types discovered from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
novel cell types discovered |
Predict novel cell types discovered from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
top-attention genes |
Fine-tune and predict top-attention genes from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
top-attention genes |
Fine-tune and predict top-attention genes from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from scRNA-seq tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scBERT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
list |
novel cell types discovered |
Predict novel cell types discovered from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
list |
identified cell types |
Predict identified cell types from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
graph |
cell type distribution |
Predict cell type distribution from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
coordinates |
UMAP embeddings |
Predict UMAP embeddings from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
list |
novel cell types discovered |
Predict novel cell types discovered from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
list |
identified cell types |
Predict identified cell types from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
graph |
cell type distribution |
Predict cell type distribution from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
coordinates |
UMAP embeddings |
Predict UMAP embeddings from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
table |
cell type annotations |
Predict cell type annotations from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
list |
novel cell types discovered |
Predict novel cell types discovered from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
list |
identified cell types |
Predict identified cell types from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
graph |
cell type distribution |
Predict cell type distribution from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
coordinates |
UMAP embeddings |
Predict UMAP embeddings from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
list |
identified cell types |
Fine-tune and predict identified cell types from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
graph |
cell type distribution |
Fine-tune and predict cell type distribution from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
coordinates |
UMAP embeddings |
Fine-tune and predict UMAP embeddings from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
list |
identified cell types |
Fine-tune and predict identified cell types from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
graph |
cell type distribution |
Fine-tune and predict cell type distribution from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
coordinates |
UMAP embeddings |
Fine-tune and predict UMAP embeddings from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
table |
cell type annotations |
Fine-tune and predict cell type annotations from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
list |
identified cell types |
Fine-tune and predict identified cell types from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
graph |
cell type distribution |
Fine-tune and predict cell type distribution from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
spatial data |
coordinates |
UMAP embeddings |
Fine-tune and predict UMAP embeddings from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Predict cell type annotations from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
novel cell types discovered |
Predict novel cell types discovered from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
identified cell types |
Predict identified cell types from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
cell type distribution |
Predict cell type distribution from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
coordinates |
UMAP embeddings |
Predict UMAP embeddings from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
novel cell types discovered |
Predict novel cell types discovered from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
identified cell types |
Predict identified cell types from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell type distribution |
Predict cell type distribution from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
UMAP embeddings |
Predict UMAP embeddings from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
table |
cell type annotations |
Predict cell type annotations from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
list |
novel cell types discovered |
Predict novel cell types discovered from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
list |
identified cell types |
Predict identified cell types from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
graph |
cell type distribution |
Predict cell type distribution from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
coordinates |
UMAP embeddings |
Predict UMAP embeddings from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
identified cell types |
Fine-tune and predict identified cell types from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
cell type distribution |
Fine-tune and predict cell type distribution from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
coordinates |
UMAP embeddings |
Fine-tune and predict UMAP embeddings from gene expression tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
identified cell types |
Fine-tune and predict identified cell types from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
cell type distribution |
Fine-tune and predict cell type distribution from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
UMAP embeddings |
Fine-tune and predict UMAP embeddings from scRNA-seq tables |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
table |
cell type annotations |
Fine-tune and predict cell type annotations from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
list |
novel cell types discovered |
Fine-tune and predict novel cell types discovered from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
list |
identified cell types |
Fine-tune and predict identified cell types from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
graph |
cell type distribution |
Fine-tune and predict cell type distribution from spatial data networks |
scBOL |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
network |
spatial data |
coordinates |
UMAP embeddings |
Fine-tune and predict UMAP embeddings from spatial data networks |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Genomics and Genetic Analysis |
Cell Type Classification |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Cell Type Classification |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
descriptions |
embeddings |
cell embeddings |
Predict cell embeddings from text descriptions |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
features |
embeddings |
cell embeddings |
Predict cell embeddings from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
metadata |
embeddings |
cell embeddings |
Predict cell embeddings from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
features |
embeddings |
gene embeddings |
Predict gene embeddings from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
metadata |
embeddings |
gene embeddings |
Predict gene embeddings from metadata text |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
list |
potential therapeutic targets |
Analyze gene expression tables to identify potential therapeutic targets |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
clustering results |
Analyze gene expression tables to generate clustering results |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
graph |
batch effect correction |
Analyze gene expression tables to correct batch effects |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
descriptions |
table |
cell type annotations |
Fine-tune and predict cell type annotations from text descriptions |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
cell type annotations |
Fine-tune and predict cell type annotations from gene expression tables |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
features |
table |
cell type annotations |
Fine-tune and predict cell type annotations from feature lists |
scELMo |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
text |
metadata |
table |
cell type annotations |
Fine-tune and predict cell type annotations from metadata text |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
cell embeddings |
Predict cell embeddings from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression responses |
Predict gene expression responses from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotation results |
Predict cell type annotation results from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
batch effect correction |
Correct batch effects from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression lists |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
cell embeddings |
Predict cell embeddings from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression responses |
Predict gene expression responses from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotation results |
Predict cell type annotation results from scRNA-seq tables |
scFormer |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
batch effect correction |
Correct batch effects from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
cell embeddings |
Predict cell embeddings from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
predicted gene expression responses |
Predict gene expression responses from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
cell type annotation results |
Predict cell type annotation results from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
graph |
batch effect correction |
Correct batch effects from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
gene expression |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
gene expression |
table |
predicted gene expression responses |
Predict gene expression responses from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
gene expression |
table |
cell type annotation results |
Predict cell type annotation results from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
gene expression |
graph |
batch effect correction |
Correct batch effects from gene expression lists |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
cell embeddings |
Predict cell embeddings from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
coordinates |
low-dimensional cell embeddings |
Predict low-dimensional cell embeddings from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
predicted gene expression responses |
Predict gene expression responses from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotation results |
Predict cell type annotation results from scRNA-seq tables |
scFormer |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
graph |
batch effect correction |
Correct batch effects from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Single Cell Gene Expression Analysis |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Drug Discovery and Screening |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Single Cell Gene Expression Analysis |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Drug Discovery and Screening |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Drug Discovery and Biomedical Applications |
Gene Perturbations Prediction |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Single Cell Gene Expression Analysis |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Drug Discovery and Screening |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
gene expression enhancement results |
Predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
drug response predictions |
Predict drug response predictions from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
drug response predictions |
Predict drug response predictions from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
perturbation prediction results |
Predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
genes |
embeddings |
gene embeddings |
Predict gene embeddings from a list of genes |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
gene expression enhancement results |
Fine-tune and predict gene expression enhancement results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
drug response predictions |
Fine-tune and predict drug response predictions from gene expression tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
drug response predictions |
Fine-tune and predict drug response predictions from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
single-cell drug sensitivity classifications |
Fine-tune and predict single-cell drug sensitivity classifications from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
perturbation prediction results |
Fine-tune and predict perturbation prediction results from scRNA-seq tables |
scFoundation |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
list |
genes |
embeddings |
gene embeddings |
Fine-tune and predict gene embeddings from a list of genes |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Multi-Omics Integration |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Cell Type Classification |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Regulatory Networks |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Single Cell and Multi-Omics Analysis |
Gene Perturbations Prediction |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Genomics and Genetic Analysis |
Multi-Omics Integration |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Genomics and Genetic Analysis |
Cell Type Classification |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Genomics and Genetic Analysis |
Gene Regulatory Networks |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
cell embeddings |
Predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
embeddings |
cell embeddings |
Predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
cell type annotations |
Fine-tune and predict cell type annotations from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
embeddings |
cell embeddings |
Fine-tune and predict cell embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
list |
predicted perturbation responses |
Predict perturbation responses from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
list |
predicted perturbation responses |
Predict perturbation responses from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
list |
predicted perturbation responses |
Predict perturbation responses from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
list |
predicted perturbation responses |
Predict perturbation responses from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
table |
integrated multi-omic data |
Predict integrated multi-omic data from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
table |
integrated multi-omic data |
Predict integrated multi-omic data from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
table |
integrated multi-omic data |
Predict integrated multi-omic data from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
table |
integrated multi-omic data |
Predict integrated multi-omic data from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
scRNA-seq |
embeddings |
gene embeddings |
Predict gene embeddings from scRNA-seq tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
gene expression |
embeddings |
gene embeddings |
Predict gene embeddings from gene expression tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
chromatin accessibility |
embeddings |
gene embeddings |
Predict gene embeddings from chromatin accessibility tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
table |
protein abundance |
embeddings |
gene embeddings |
Predict gene embeddings from protein abundance tables |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
gene relationship |
embeddings |
gene embeddings |
Predict gene embeddings from gene relationship networks |
scGPT |
Genomics and Genetic Analysis |
Gene Perturbations Prediction |
network |
perturbation |
embeddings |
gene embeddings |
Predict gene embeddings from perturbation networks |