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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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Principais autores: Paula Carracedo-Reboredo, Jose Liñares-Blanco, Nereida Rodríguez-Fernández, Francisco Cedrón, Francisco J. Novoa, Adrian Carballal, Victor Maojo, Alejandro Pazos, Carlos Fernandez-Lozano
Formato: Artigo
Idioma:Inglês
Publicado em: American Association for the Advancement of Science (AAAS) 2021-01-01
coleção:Computational and Structural Biotechnology Journal
Assuntos:
Machine Learning
Drug Discovery
Cheminformatics
QSAR
Molecular Descriptors
Deep Learning
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2001037021003421
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