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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Hlavní autoři:	Yue-Hua Feng, Shao-Wu Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2022-05-01
Edice:	Molecules
Témata:	drug-drug interaction prediction feature representation molecular graph graph attention network
On-line přístup:	https://www.mdpi.com/1420-3049/27/9/3004
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