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

Abstract 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 te...

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Bibliographic Details
Main Authors: Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
Format: Article
Language:English
Published: BMC 2021-11-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-021-04466-0