MHTAN-DTI: Metapath-based hierarchical transformer and attention network for drug-target interaction prediction.

Zhang, Ran; Wang, Zhanjie; Wang, Xuezhi; Meng, Zhen; Cui, Wenjuan

Zhang, Ran; Wang, Zhanjie; Wang, Xuezhi; Meng, Zhen; Cui, Wenjuan.

Zhang R; Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100083, China.
Wang Z; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 100049, China.
Wang X; Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100083, China.
Meng Z; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 100049, China.
Cui W; Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100083, China.

Brief Bioinform ; 24(2)2023 03 19.

Article en En | MEDLINE | ID: mdl-36892155

Asunto(s)

Desarrollo de Medicamentos; Descubrimiento de Drogas; Simulación por Computador; Descubrimiento de Drogas/métodos; Proteínas/química; Aprendizaje

Palabras clave

drugtarget interaction prediction; graph attention network; metapath; transformer

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Descubrimiento de Drogas / Desarrollo de Medicamentos Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Año: 2023 Tipo del documento: Article

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