ETLD: an encoder-transformation layer-decoder architecture for protein contact and mutation effects prediction.

Wang, He; Zang, Yongjian; Kang, Ying; Zhang, Jianwen; Zhang, Lei; Zhang, Shengli

Wang, He; Zang, Yongjian; Kang, Ying; Zhang, Jianwen; Zhang, Lei; Zhang, Shengli.

Afiliación

Wang H; MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an 710049, China.
Zang Y; MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an 710049, China.
Kang Y; MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an 710049, China.
Zhang J; MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an 710049, China.
Zhang L; MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an 710049, China.
Zhang S; MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an 710049, China.

Brief Bioinform ; 24(5)2023 09 20.

Article en En | MEDLINE | ID: mdl-37598423

Asunto(s)

Redes Neurales de la Computación; Proteínas; Proteínas/genética; Proteínas/química; Aprendizaje Automático no Supervisado; Aminoácidos/genética; Mutación

Palabras clave

contact prediction; encoder-transformation layer-decoder (ETLD) model; multiple sequence alignments (MSAs); mutation effects prediction; transformation matrix

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Proteínas / Redes Neurales de la Computación 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 País de afiliación: China Pais de publicación: Reino Unido

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