Cargando…

FRnet-DTI: Deep convolutional neural network for drug-target interaction prediction

The task of drug-target interaction prediction holds significant importance in pharmacology and therapeutic drug design. In this paper, we present FRnet-DTI, an auto-encoder based feature manipulation and a convolutional neural network based classifier for drug target interaction prediction. Two con...

Descripción completa

Detalles Bibliográficos
Autores principales: Rayhan, Farshid, Ahmed, Sajid, Mousavian, Zaynab, Farid, Dewan Md, Shatabda, Swakkhar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7052404/
https://www.ncbi.nlm.nih.gov/pubmed/32154410
http://dx.doi.org/10.1016/j.heliyon.2020.e03444