Long-distance dependency combined multi-hop graph neural networks for protein-protein interactions prediction.

Zhong, Wen; He, Changxiang; Xiao, Chen; Liu, Yuru; Qin, Xiaofei; Yu, Zhensheng

Zhong, Wen; He, Changxiang; Xiao, Chen; Liu, Yuru; Qin, Xiaofei; Yu, Zhensheng.

Afiliación

Zhong W; College of Science, University of Shanghai for Science and Technology, Jungong Road, Shanghai, 200093, China.
He C; College of Science, University of Shanghai for Science and Technology, Jungong Road, Shanghai, 200093, China. changxiang-he@163.com.
Xiao C; College of Science, University of Shanghai for Science and Technology, Jungong Road, Shanghai, 200093, China.
Liu Y; College of Science, University of Shanghai for Science and Technology, Jungong Road, Shanghai, 200093, China.
Qin X; School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Jungong Road, Shanghai, 200093, China.
Yu Z; College of Science, University of Shanghai for Science and Technology, Jungong Road, Shanghai, 200093, China.

BMC Bioinformatics ; 23(1): 521, 2022 Dec 05.

Article en En | MEDLINE | ID: mdl-36471248

Asunto(s)

Redes Neurales de la Computación; Proteínas; Secuencia de Aminoácidos; Proteínas/metabolismo; Mapas de Interacción de Proteínas; Aminoácidos/metabolismo

Palabras clave

Long-distance dependency; Multi-head self-attention; Proteinprotein interactions; Receptive field

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Proteínas / Redes Neurales de la Computación Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2022 Tipo del documento: Article País de afiliación: China

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