Learning from docked ligands: ligand-based features rescue structure-based scoring functions when trained on docked poses

Machine learning scoring functions for protein–ligand binding affinity have been found to consistently outperform classical scoring functions when trained and tested on crystal structures of bound protein–ligand complexes. However, it is less clear how these methods perform when applied to docked po...

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Autors principals: Boyles, F, Deane, CM, Morris, GM
Format: Journal article
Idioma:English
Publicat: American Chemical Society 2021