BgN-Score and BsN-Score: Bagging and boosting based ensemble neural networks scoring functions for accurate binding affinity prediction of protein-ligand complexes

BACKGROUND: Accurately predicting the binding affinities of large sets of protein-ligand complexes is a key challenge in computational biomolecular science, with applications in drug discovery, chemical biology, and structural biology. Since a scoring function (SF) is used to score, rank, and identi...

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Detalles Bibliográficos
Autores principales: Ashtawy, Hossam M, Mahapatra, Nihar R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4347622/
https://www.ncbi.nlm.nih.gov/pubmed/25734685
http://dx.doi.org/10.1186/1471-2105-16-S4-S8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4347622/
https://www.ncbi.nlm.nih.gov/pubmed/25734685
http://dx.doi.org/10.1186/1471-2105-16-S4-S8

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