Improved prediction of drug-drug interactions using ensemble deep neural networks

Improved prediction of drug-drug interactions using ensemble deep neural networks

Nowadays, combining multiple drugs is the optimal therapy to decelerate the pathologic process, which contains various underlying adverse effects due to drug-drug interactions (DDIs). Artificial intelligence (AI) has the potential to evaluate the interaction, pharmacodynamics, and possible side effe...

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Bibliographic Details
Main Authors: Thanh Hoa Vo, Ngan Thi Kim Nguyen, Nguyen Quoc Khanh Le
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Medicine in Drug Discovery
Subjects:
Drug-drug interactions
Simplified molecular-input line-entry system
Ensemble deep learning
Drug adverse effects
Prediction model
Clinical decision support system
Online Access:http://www.sciencedirect.com/science/article/pii/S2590098622000306

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http://www.sciencedirect.com/science/article/pii/S2590098622000306

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