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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Bibliografische gegevens

Hoofdauteurs:	Dawei Pan, Ping Lu, Yunbing Wu, Liping Kang, Fengxin Huang, Kaibiao Lin, Fan Yang
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	Frontiers Media S.A. 2024-02-01
Reeks:	Frontiers in Pharmacology
Onderwerpen:	drug drug interaction prediction graph neural network multi-scale fusion graph features represent learning multi-class classification
Online toegang:	https://www.frontiersin.org/articles/10.3389/fphar.2024.1354540/full
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