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A topology-preserving dimensionality reduction method for single-cell RNA-seq data using graph autoencoder.
Luo, Zixiang; Xu, Chenyu; Zhang, Zhen; Jin, Wenfei.
Afiliação
  • Luo Z; Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China.
  • Xu C; Department of Electric Engineering, Iowa State University, Ames, IA, 50011, USA.
  • Zhang Z; Department of Mathematics, International Center for Mathematics, National Center for Applied Mathematics (Shenzhen), Guangdong Provincial Key Laboratory of Computational Science and Material Design, Southern University of Science and Technology, Shenzhen, 518055, China. zhangz@sustech.edu.cn.
  • Jin W; Shenzhen Key Laboratory of Gene Regulation and Systems Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, China. jinwf@sustech.edu.cn.
Sci Rep ; 11(1): 20028, 2021 10 08.
Article em En | MEDLINE | ID: mdl-34625592
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Análise de Célula Única / Visualização de Dados / RNA-Seq Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Análise de Célula Única / Visualização de Dados / RNA-Seq Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article