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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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Detalles Bibliográficos
Autores principales: Ain, Qurrat Ul, Aleksandrova, Antoniya, Roessler, Florian D., Ballester, Pedro J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4832270/
https://www.ncbi.nlm.nih.gov/pubmed/27110292
http://dx.doi.org/10.1002/wcms.1225