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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,...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
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 |