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Machine‐learning scoring functions to improve structure‐based binding affinity prediction and virtual screening

Docking tools to predict whether and how a small molecule binds to a target can be applied if a structural model of such target is available. The reliability of docking depends, however, on the accuracy of the adopted scoring function (SF). Despite intense research over the years, improving the accu...

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Detalhes bibliográficos
Publicado no:Wiley Interdiscip Rev Comput Mol Sci
Main Authors: Ain, Qurrat Ul, Aleksandrova, Antoniya, Roessler, Florian D., Ballester, Pedro J.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley & Sons, Inc. 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4832270/
https://ncbi.nlm.nih.gov/pubmed/27110292
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/wcms.1225
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