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SMPLIP-Score: predicting ligand binding affinity from simple and interpretable on-the-fly interaction fingerprint pattern descriptors

In drug discovery, rapid and accurate prediction of protein–ligand binding affinities is a pivotal task for lead optimization with acceptable on-target potency as well as pharmacological efficacy. Furthermore, researchers hope for a high correlation between docking score and pose with key interactiv...

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Detalles Bibliográficos
Autores principales: Kumar, Surendra, Kim, Mi-hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993508/
https://www.ncbi.nlm.nih.gov/pubmed/33766140
http://dx.doi.org/10.1186/s13321-021-00507-1