A novel drug-drug interactions prediction method based on a graph attention network

A novel drug-drug interactions prediction method based on a graph attention network

With the increasing need for public health and drug development, combination therapy has become widely used in clinical settings. However, the risk of unanticipated adverse effects and unknown toxicity caused by drug-drug interactions (DDIs) is a serious public health issue for polypharmacy safety....

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Bibliographic Details
Main Authors: Xian Tan, Shijie Fan, Kaiwen Duan, Mengyue Xu, Jingbo Zhang, Pingping Sun, Zhiqiang Ma
Format: Article
Language:English
Published: AIMS Press 2023-08-01
Series:Electronic Research Archive
Subjects:
drug-drug interaction
graph attention network
machine learning
graph embedding
computational biology
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2023286?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/era.2023286?viewType=HTML

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