Multi-task adaptive pooling enabled synergetic learning of RNA modification across tissue, type and species from low-resolution epitranscriptomes.

Song, Yiyou; Wang, Yue; Wang, Xuan; Huang, Daiyun; Nguyen, Anh; Meng, Jia

Song, Yiyou; Wang, Yue; Wang, Xuan; Huang, Daiyun; Nguyen, Anh; Meng, Jia.

Afiliação

Song Y; Department of Biological Sciences.
Wang Y; Department of Computer Sciences.
Wang X; Department of Mathematical Sciences, School of AI and Advanced Computing.
Huang D; Department of Computer Sciences.
Nguyen A; Department of Biological Sciences.
Meng J; Department of Biological Sciences.

Brief Bioinform ; 24(3)2023 05 19.

Article em En | MEDLINE | ID: mdl-36932656

Assuntos

Biologia Computacional; RNA; RNA/genética; Metilação; Análise de Sequência de RNA/métodos; Biologia Computacional/métodos

Palavras-chave

ConvMixer; RNA modification; adaptive pooling; low-resolution epitranscriptomes; multi-task learning; transformer

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: RNA / Biologia Computacional Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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