SIFLoc: a self-supervised pre-training method for enhancing the recognition of protein subcellular localization in immunofluorescence microscopic images.

Tu, Yanlun; Lei, Houchao; Shen, Hong-Bin; Yang, Yang

Tu, Yanlun; Lei, Houchao; Shen, Hong-Bin; Yang, Yang.

Afiliação

Tu Y; Department of Computer Science and Engineering, Shanghai Jiao Tong University, 200240 Shanghai, China.
Lei H; Department of Computer Science and Engineering, Shanghai Jiao Tong University, 200240 Shanghai, China.
Shen HB; Department of Computer Science and Engineering, Shanghai Jiao Tong University, 200240 Shanghai, China.
Yang Y; Institute of Image Processing and Pattern Recognition and Key Laboratory of System Control and Information Processing, Shanghai Jiao Tong University, 200240 Shanghai, China.

Brief Bioinform ; 23(2)2022 03 10.

Article em En | MEDLINE | ID: mdl-35152293

Assuntos

Redes Neurais de Computação; Imunofluorescência; Humanos; Proteoma; Aprendizado de Máquina Supervisionado

Palavras-chave

microscopic images; protein subcellular localization; self-supervised learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Brief Bioinform Assunto da revista: BIOLOGIA / INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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