HTCL-DDI: a hierarchical triple-view contrastive learning framework for drug-drug interaction prediction.

Zhang, Ran; Wang, Xuezhi; Wang, Pengfei; Meng, Zhen; Cui, Wenjuan; Zhou, Yuanchun

Zhang, Ran; Wang, Xuezhi; Wang, Pengfei; Meng, Zhen; Cui, Wenjuan; Zhou, Yuanchun.

Afiliación

Zhang R; Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100083, China.
Wang X; University of Chinese Academy of Sciences, Beijing, 100049, China.
Wang P; Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100083, China.
Meng Z; University of Chinese Academy of Sciences, Beijing, 100049, China.
Cui W; Computer Network Information Center, Chinese Academy of Sciences, Beijing, 100083, China.
Zhou Y; University of Chinese Academy of Sciences, Beijing, 100049, China.

Brief Bioinform ; 24(6)2023 09 22.

Article en En | MEDLINE | ID: mdl-37742052

Asunto(s)

Aprendizaje Profundo; Interacciones Farmacológicas; Semántica

Palabras clave

drugdrug interaction prediction; graph attention network; graph contrastive learning; multi-view

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: China

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