Virtual Screening Algorithms in Drug Discovery: A Review Focused on Machine and Deep Learning Methods

Virtual Screening Algorithms in Drug Discovery: A Review Focused on Machine and Deep Learning Methods

Drug discovery and repositioning are important processes for the pharmaceutical industry. These processes demand a high investment in resources and are time-consuming. Several strategies have been used to address this problem, including computer-aided drug design (CADD). Among CADD approaches, it is...

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Bibliographic Details
Main Authors: Tiago Alves de Oliveira, Michel Pires da Silva, Eduardo Habib Bechelane Maia, Alisson Marques da Silva, Alex Gutterres Taranto
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Drugs and Drug Candidates
Subjects:
drug discovery
virtual screening
machine learning
deep learning
CADD
algorithms
Online Access:https://www.mdpi.com/2813-2998/2/2/17

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