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SubMDTA: drug target affinity prediction based on substructure extraction and multi-scale features

BACKGROUND: Drug–target affinity (DTA) prediction is a critical step in the field of drug discovery. In recent years, deep learning-based methods have emerged for DTA prediction. In order to solve the problem of fusion of substructure information of drug molecular graphs and utilize multi-scale info...

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Detalles Bibliográficos
Autores principales: Pan, Shourun, Xia, Leiming, Xu, Lei, Li, Zhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10485962/
https://www.ncbi.nlm.nih.gov/pubmed/37679724
http://dx.doi.org/10.1186/s12859-023-05460-4