Semi-Supervised Hierarchical Drug Embedding in Hyperbolic Space

1 Jun 2020Ke YuShyam VisweswaranKayhan Batmanghelich

Learning accurate drug representation is essential for tasks such as computational drug repositioning and prediction of drug side-effects. A drug hierarchy is a valuable source that encodes human knowledge of drug relations in a tree-like structure where drugs that act on the same organs, treat the same disease, or bind to the same biological target are grouped together... (read more)

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