Multi-scaled self-attention for drug–target interaction prediction based on multi-granularity representation

BACKGROUND: Drug–target interaction (DTI) prediction plays a crucial role in drug discovery. Although the advanced deep learning has shown promising results in predicting DTIs, it still needs improvements in two aspects: (1) encoding method, in which the existing encoding method, character encoding,...

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Detalles Bibliográficos
Autores principales: Zeng, Yuni, Chen, Xiangru, Peng, Dezhong, Zhang, Lijun, Huang, Haixiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9347097/
https://www.ncbi.nlm.nih.gov/pubmed/35922768
http://dx.doi.org/10.1186/s12859-022-04857-x

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