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Binding affinity prediction for protein–ligand complex using deep attention mechanism based on intermolecular interactions

BACKGROUND: Accurate prediction of protein–ligand binding affinity is important for lowering the overall cost of drug discovery in structure-based drug design. For accurate predictions, many classical scoring functions and machine learning-based methods have been developed. However, these techniques...

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Detalles Bibliográficos
Autores principales: Seo, Sangmin, Choi, Jonghwan, Park, Sanghyun, Ahn, Jaegyoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576937/
https://www.ncbi.nlm.nih.gov/pubmed/34749664
http://dx.doi.org/10.1186/s12859-021-04466-0

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