MASMDDI: multi-layer adaptive soft-mask graph neural network for drug-drug interaction prediction

Accurately predicting Drug-Drug Interaction (DDI) is a critical and challenging aspect of the drug discovery process, particularly in preventing adverse reactions in patients undergoing combination therapy. However, current DDI prediction methods often overlook the interaction information between ch...

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Autores principales:	Junpeng Lin, Binsheng Hong, Zhongqi Cai, Ping Lu, Kaibiao Lin
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Frontiers Media S.A. 2024-05-01
Colección:	Frontiers in Pharmacology
Materias:	drug-drug interactions substructure interactions co-attention graph structure learning molecular graph
Acceso en línea:	https://www.frontiersin.org/articles/10.3389/fphar.2024.1369403/full
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