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Improving detection of protein-ligand binding sites with 3D segmentation

In recent years machine learning (ML) took bio- and cheminformatics fields by storm, providing new solutions for a vast repertoire of problems related to protein sequence, structure, and interactions analysis. ML techniques, deep neural networks especially, were proven more effective than classical...

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Detalles Bibliográficos
Autores principales: Stepniewska-Dziubinska, Marta M., Zielenkiewicz, Piotr, Siedlecki, Pawel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081267/
https://www.ncbi.nlm.nih.gov/pubmed/32193447
http://dx.doi.org/10.1038/s41598-020-61860-z