A novel efficient drug repurposing framework through drug-disease association data integration using convolutional neural networks

A novel efficient drug repurposing framework through drug-disease association data integration using convolutional neural networks

Abstract Drug repurposing is an exciting field of research toward recognizing a new FDA-approved drug target for the treatment of a specific disease. It has received extensive attention regarding the tedious, time-consuming, and highly expensive procedure with a high risk of failure of new drug disc...

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Bibliographic Details
Main Authors: Ramin Amiri, Jafar Razmara, Sepideh Parvizpour, Habib Izadkhah
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Bioinformatics
Subjects:
Drug repurposing
Data integration
Machine learning
Deep learning
Online Access:https://doi.org/10.1186/s12859-023-05572-x

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