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Development and evaluation of a deep learning model for protein–ligand binding affinity prediction

MOTIVATION: Structure based ligand discovery is one of the most successful approaches for augmenting the drug discovery process. Currently, there is a notable shift towards machine learning (ML) methodologies to aid such procedures. Deep learning has recently gained considerable attention as it allo...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Stepniewska-Dziubinska, Marta M, Zielenkiewicz, Piotr, Siedlecki, Pawel
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6198856/
https://ncbi.nlm.nih.gov/pubmed/29757353
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty374
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