Multitype drug interaction prediction based on the deep fusion of drug features and topological relationships.

Drug-drug interaction (DDI) prediction has received considerable attention from industry and academia. Most existing methods predict DDIs from drug attributes or relationships with neighbors, which does not guarantee that informative drug embeddings for prediction will be obtained. To address this l...

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Bibliographic Details
Main Authors: Li-Ping Kang, Kai-Biao Lin, Ping Lu, Fan Yang, Jin-Po Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0273764