GcForest-based compound-protein interaction prediction model and its application in discovering small-molecule drugs targeting CD47

Identifying compound–protein interaction plays a vital role in drug discovery. Artificial intelligence (AI), especially machine learning (ML) and deep learning (DL) algorithms, are playing increasingly important roles in compound-protein interaction (CPI) prediction. However, ML relies on learning f...

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Detalles Bibliográficos
Autores principales: Shan, Wenying, Chen, Lvqi, Xu, Hao, Zhong, Qinghao, Xu, Yinqiu, Yao, Hequan, Lin, Kejiang, Li, Xuanyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Chemistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10623438/
https://www.ncbi.nlm.nih.gov/pubmed/37927570
http://dx.doi.org/10.3389/fchem.2023.1292869

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