Prediction of multiple types of drug interactions based on multi-scale fusion and dual-view fusion

Potential drug-drug interactions (DDI) can lead to adverse drug reactions (ADR), and DDI prediction can help pharmacy researchers detect harmful DDI early. However, existing DDI prediction methods fall short in fully capturing drug information. They typically employ a single-view input, focusing sol...

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Detalhes bibliográficos

Principais autores:	Dawei Pan, Ping Lu, Yunbing Wu, Liping Kang, Fengxin Huang, Kaibiao Lin, Fan Yang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2024-02-01
coleção:	Frontiers in Pharmacology
Assuntos:	drug drug interaction prediction graph neural network multi-scale fusion graph features represent learning multi-class classification
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fphar.2024.1354540/full
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