Fast and accurate protein function prediction from sequence through pretrained language model and homology-based label diffusion.

Yuan, Qianmu; Xie, Junjie; Xie, Jiancong; Zhao, Huiying; Yang, Yuedong

Yuan, Qianmu; Xie, Junjie; Xie, Jiancong; Zhao, Huiying; Yang, Yuedong.

Afiliación

Yuan Q; School of Computer Science and Engineering at Sun Yat-sen University.
Xie J; School of Computer Science and Engineering at Sun Yat-sen University.
Xie J; School of Computer Science and Engineering at Sun Yat-sen University.
Zhao H; Sun Yat-sen Memorial Hospital at Sun Yat-sen University.
Yang Y; School of Computer Science and Engineering at Sun Yat-sen University.

Brief Bioinform ; 24(3)2023 05 19.

Article en En | MEDLINE | ID: mdl-36964722

Asunto(s)

Proteínas; Programas Informáticos; Proteínas/metabolismo; Algoritmos; Biología Computacional/métodos; Ontología de Genes

Palabras clave

label diffusion; pretrained language model; protein function prediction; sequence-based

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Programas Informáticos / Proteínas 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 Pais de publicación: Reino Unido

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