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Neural networks prediction of the protein-ligand binding affinity with circular fingerprints

BACKGROUND: Protein-ligand binding affinity is of significant importance in structure-based drug design. Recently, the development of machine learning techniques has provided an efficient and accurate way to predict binding affinity. However, the prediction performance largely depends on how molecul...

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Detalles Bibliográficos
Autores principales: Yin, Zuode, Song, Wei, Li, Baiyi, Wang, Fengfei, Xie, Liangxu, Xu, Xiaojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10200229/
https://www.ncbi.nlm.nih.gov/pubmed/37066944
http://dx.doi.org/10.3233/THC-236042