Integration of unpaired single cell omics data by deep transfer graph convolutional network

Yulong Kan; Yunjing Qi; Zhongxiao Zhang; Xikeng Liang; Weihao Wang; Shuilin Jin

doi:10.1371/journal.pcbi.1012625

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Open Access

Peer-reviewed

Research Article

Integration of unpaired single cell omics data by deep transfer graph convolutional network

Yulong Kan,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

¤ Current address: School of Mathematics, Harbin Institute of Technology, Harbin, China

Affiliation School of Mathematics/Harbin Institute of Technology, Harbin, China
⨯
Yunjing Qi,

Roles Data curation, Formal analysis, Visualization

¤ Current address: School of Mathematics, Harbin Institute of Technology, Harbin, China

Affiliation School of Mathematics/Harbin Institute of Technology, Harbin, China
⨯
Zhongxiao Zhang,

Roles Investigation, Resources, Validation

¤ Current address: School of Mathematics, Harbin Institute of Technology, Harbin, China

Affiliation School of Mathematics/Harbin Institute of Technology, Harbin, China
⨯
Xikeng Liang,

Roles Investigation, Resources

¤ Current address: School of Mathematics, Harbin Institute of Technology, Harbin, China

Affiliation School of Mathematics/Harbin Institute of Technology, Harbin, China
⨯
Weihao Wang,

Roles Data curation, Formal analysis, Resources

¤ Current address: School of Mathematics, Harbin Institute of Technology, Harbin, China

Affiliation School of Mathematics/Harbin Institute of Technology, Harbin, China
⨯
Shuilin Jin

Roles Conceptualization, Funding acquisition, Project administration, Supervision

* E-mail: jinsl@hit.edu.cn

¤ Current address: School of Mathematics, Harbin Institute of Technology, Harbin, China

Affiliation School of Mathematics/Harbin Institute of Technology, Harbin, China

https://orcid.org/0000-0002-2318-432X

⨯

Integration of unpaired single cell omics data by deep transfer graph convolutional network

Yulong Kan,
Yunjing Qi,
Zhongxiao Zhang,
Xikeng Liang,
Weihao Wang,
Shuilin Jin

Published: January 16, 2025
https://doi.org/10.1371/journal.pcbi.1012625

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