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.

Afiliação

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 em En | MEDLINE | ID: mdl-36964722

Assuntos

Proteínas; Software; Proteínas/metabolismo; Algoritmos; Biologia Computacional/métodos; Ontologia Genética

Palavras-chave

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

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Software / Proteínas Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Brief Bioinform Assunto da revista: BIOLOGIA / INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article

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