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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Autores principales:	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
Lenguaje:	Inglês
Publicado:	American Association for the Advancement of Science (AAAS) 2021-01-01
Colección:	Computational and Structural Biotechnology Journal
Materias:	Machine Learning Drug Discovery Cheminformatics QSAR Molecular Descriptors Deep Learning
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S2001037021003421
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