Published on 24 November 2024
Deep learning models predicting gene functions and pathways using public DRKG knowledge graph and graph neural network
View DatasetZinovyev, Andrei;Henning, Holger;Monsees, Arne;Valiya Veettil, Rahul;G. Charles, William;James, Tim;Carpenter, Anne;Shantanu, Singh
Description
The attached dataset contains pretrained link prediction models, as described in our paper 'Morphological Map of Under- and Over-Expression of Genes in Human Cells'.
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Metrics Over Time
Publication Details
Subfield
Artificial Intelligence
Field
Computer Science
Domain
Physical Sciences
Confidence Score
64%
Source
Scholar Data Model
Keywords
Cell paintingBiomedical knowledge graphsGraph neural networkVariational graph autoencoderLink predictiongene-function predictiongene-gene similarity prediction