Prediction of Drug-Drug Interaction Using an Attention-Based Graph Neural Network on Drug Molecular Graphs

Prediction of Drug-Drug Interaction Using an Attention-Based Graph Neural Network on Drug Molecular Graphs

The treatment of complex diseases by using multiple drugs has become popular. However, drug-drug interactions (DDI) may give rise to the risk of unanticipated adverse effects and even unknown toxicity. Therefore, for polypharmacy safety it is crucial to identify DDIs and explore their underlying mec...

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Bibliographic Details
Main Authors: Yue-Hua Feng, Shao-Wu Zhang
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Molecules
Subjects:
drug-drug interaction
prediction
feature representation
molecular graph
graph attention network
Online Access:https://www.mdpi.com/1420-3049/27/9/3004

Internet

https://www.mdpi.com/1420-3049/27/9/3004

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