Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:author |
gptkb:Jian_Zhou
|
| gptkbp:citation |
>2000
|
| gptkbp:developedBy |
gptkb:Princeton_University
|
| gptkbp:doi |
10.1038/nmeth.3547
|
| https://www.w3.org/2000/01/rdf-schema#label |
DeepSEA
|
| gptkbp:input |
DNA sequence
|
| gptkbp:method |
gptkb:convolutional_neural_network
|
| gptkbp:output |
variant effect prediction
chromatin feature prediction |
| gptkbp:predicts |
transcription factor binding
DNase I hypersensitivity histone marks |
| gptkbp:publicationYear |
2015
|
| gptkbp:publishedIn |
gptkb:Nature_Methods
|
| gptkbp:repository |
https://github.com/FunctionLab/DeepSEA
|
| gptkbp:seniorAuthor |
Olga G. Troyanskaya
|
| gptkbp:trainer |
ENCODE data
Roadmap Epigenomics data |
| gptkbp:usedFor |
functional variant prioritization
predicting chromatin effects of sequence variants |
| gptkbp:website |
http://deepsea.princeton.edu/
|
| gptkbp:bfsParent |
gptkb:CertiK
|
| gptkbp:bfsLayer |
6
|