AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification

In this study, we introduce an interpretable graph-based deep learning prediction model, AttentionSiteDTI, which utilizes protein binding sites along with a self-attention mechanism to address the problem of drug–target interaction prediction. Our proposed model is inspired by sentence classificatio...

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Detalles Bibliográficos
Autores principales: Yazdani-Jahromi, Mehdi, Yousefi, Niloofar, Tayebi, Aida, Kolanthai, Elayaraja, Neal, Craig J, Seal, Sudipta, Garibay, Ozlem Ozmen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Problem Solving Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9294423/
https://www.ncbi.nlm.nih.gov/pubmed/35817396
http://dx.doi.org/10.1093/bib/bbac272

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