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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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Detalles Bibliográficos
Autores principales: Feng, Yue-Hua, Zhang, Shao-Wu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105425/
https://www.ncbi.nlm.nih.gov/pubmed/35566354
http://dx.doi.org/10.3390/molecules27093004