DeepDRP: Prediction of intrinsically disordered regions based on integrated view deep learning architecture from transformer-enhanced and protein information.

Yang, Zexi; Wang, Yan; Ni, Xinye; Yang, Sen

Yang, Zexi; Wang, Yan; Ni, Xinye; Yang, Sen.

Afiliação

Yang Z; School of Computer Science and Artificial Intelligence Aliyun School of Big Data School of Software, Changzhou University, Changzhou 213164, China.
Wang Y; Key Laboratory of Symbol Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun 130012, China; School of Artificial Intelligence, Jilin University, Changchun 130012, China.
Ni X; The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213164, China.
Yang S; School of Computer Science and Artificial Intelligence Aliyun School of Big Data School of Software, Changzhou University, Changzhou 213164, China; The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213164, China. Electronic address: ys@cczu.edu.cn.

Int J Biol Macromol ; 253(Pt 6): 127390, 2023 Dec 31.

Article em En | MEDLINE | ID: mdl-37827403

Assuntos

Aprendizado Profundo; Proteínas Intrinsicamente Desordenadas; Proteínas Intrinsicamente Desordenadas/genética; Proteínas Intrinsicamente Desordenadas/metabolismo

Palavras-chave

Intrinsically disordered proteins prediction; TimeDistributed strategy; Transformer-enhanced features

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Proteínas Intrinsicamente Desordenadas / Aprendizado Profundo Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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