A representation and deep learning model for annotating ubiquitylation sentences stating E3 ligase - substrate interaction.

Luo, Mengqi; Li, Zhongyan; Li, Shangfu; Lee, Tzong-Yi

A representation and deep learning model for annotating ubiquitylation sentences stating E3 ligase - substrate interaction.

Luo, Mengqi; Li, Zhongyan; Li, Shangfu; Lee, Tzong-Yi.

Afiliación

Luo M; Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen, China.
Li Z; School of Life Sciences, University of Science and Technology of China, Hefei, China.
Li S; School of Life and Health Sciences, The Chinese University of Hong Kong, Shenzhen, China.
Lee TY; Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen, China.

BMC Bioinformatics ; 22(1): 507, 2021 Oct 18.

Article en En | MEDLINE | ID: mdl-34663215

Asunto(s)

Aprendizaje Profundo; Ubiquitina-Proteína Ligasas; Ubiquitina-Proteína Ligasas/genética; Ubiquitinación

Palabras clave

Deep learning; E3 ligase; Information representation; Natural language processing; Text mining; Ubiquitylation sentences annotation

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Ubiquitina-Proteína Ligasas / Aprendizaje Profundo Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article País de afiliación: China

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