A review on machine learning approaches and trends in drug discovery

A review on machine learning approaches and trends in drug discovery

Drug discovery aims at finding new compounds with specific chemical properties for the treatment of diseases. In the last years, the approach used in this search presents an important component in computer science with the skyrocketing of machine learning techniques due to its democratization. With...

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Bibliographic Details
Main Authors: Paula Carracedo-Reboredo, Jose Liñares-Blanco, Nereida Rodríguez-Fernández, Francisco Cedrón, Francisco J. Novoa, Adrian Carballal, Victor Maojo, Alejandro Pazos, Carlos Fernandez-Lozano
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Machine Learning
Drug Discovery
Cheminformatics
QSAR
Molecular Descriptors
Deep Learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037021003421

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http://www.sciencedirect.com/science/article/pii/S2001037021003421

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