A robust and scalable graph neural network for accurate single-cell classification.

Zeng, Yuansong; Wei, Zhuoyi; Pan, Zixiang; Lu, Yutong; Yang, Yuedong

Zeng, Yuansong; Wei, Zhuoyi; Pan, Zixiang; Lu, Yutong; Yang, Yuedong.

Afiliação

Zeng Y; School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510000, China.
Wei Z; School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510000, China.
Pan Z; School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510000, China.
Lu Y; School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510000, China.
Yang Y; School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510000, China.

Brief Bioinform ; 23(2)2022 03 10.

Article em En | MEDLINE | ID: mdl-35018408

Assuntos

Redes Neurais de Computação; Análise de Célula Única; Algoritmos; Aprendizagem; Análise de Sequência de RNA/métodos; Análise de Célula Única/métodos; Sequenciamento do Exoma

Palavras-chave

batch effects; scalable graph neural network; single-cell RNA sequencing; single-cell classification; virtual adversarial training

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Análise de Célula Única Idioma: En Revista: Brief Bioinform Ano de publicação: 2022 Tipo de documento: Article

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