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Open Access
Peer-reviewed
Research Article
SpaMWGDA: Identifying spatial domains of spatial transcriptomes using multi-view weighted fusion graph convolutional network and data augmentation
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Lin Yuan,
Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing
Affiliations Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Engineering Research Center of Big Data Applied Technology, Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Provincial Key Laboratory of Industrial Network and Information System Security, Shandong Fundamental Research Center for Computer Science, China
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Boyuan Meng,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliations Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Engineering Research Center of Big Data Applied Technology, Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Provincial Key Laboratory of Industrial Network and Information System Security, Shandong Fundamental Research Center for Computer Science, China
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Qingxiang Wang,
Roles Conceptualization, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliations Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Engineering Research Center of Big Data Applied Technology, Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Provincial Key Laboratory of Industrial Network and Information System Security, Shandong Fundamental Research Center for Computer Science, China
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Chunyu Hu,
Roles Conceptualization, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliations Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Engineering Research Center of Big Data Applied Technology, Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China, Shandong Provincial Key Laboratory of Industrial Network and Information System Security, Shandong Fundamental Research Center for Computer Science, China
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Cuihong Wang ,
Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Software, Writing – original draft, Writing – review & editing
* E-mail: xqawc1120@163.com (CW) dshuang@eitech.edu.cn (DSH)
Affiliation The Second Qilu Hospital of Shandong University, Jinan, China
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De-Shuang Huang
Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing
* E-mail: xqawc1120@163.com (CW) dshuang@eitech.edu.cn (DSH)
Affiliations Ningbo Institute of Digital Twin, Ningbo Key Laboratory of Multi-Omics & Multimodal Biomedical Data Mining and Computing, Eastern Institute of Technology, Ningbo, China, Collaborative Innovation Center (2011) for Medical and Health Big Data of Guizhou Province, School of Biology and Engineering (School of Modern Industry for Health and Medicine), Guizhou Medical University, Guiyang, China
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SpaMWGDA: Identifying spatial domains of spatial transcriptomes using multi-view weighted fusion graph convolutional network and data augmentation
- Lin Yuan,
- Boyuan Meng,
- Qingxiang Wang,
- Chunyu Hu,
- Cuihong Wang,
- De-Shuang Huang
- Published: November 12, 2025
- https://doi.org/10.1371/journal.pcbi.1013667