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Open Access
Peer-reviewed
Research Article
Deep learning-based spatial analysis on tumor and immune cells of pathology images predicts MIBC prognosis
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Chao Hu,
Roles Data curation, Formal analysis, Funding acquisition, Investigation, Software, Validation, Visualization, Writing – original draft
Affiliation Department of Urology, The Second Affiliated Hospital of Nanchang University/Nanchang University, Nanchang, PR China
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Fan Wang,
Roles Data curation, Investigation, Software, Validation, Visualization, Writing – original draft
Affiliation School of Public Health, Jiangxi Medical College, Nanchang University, Jiangxi Provincial Key Laboratory of Disease Prevention and Public Health, Nanchang University, Nanchang, PR China
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Hui Xu,
Roles Data curation, Investigation, Software, Validation, Visualization, Writing – original draft
Affiliation School of Public Health, Jiangxi Medical College, Nanchang University, Jiangxi Provincial Key Laboratory of Disease Prevention and Public Health, Nanchang University, Nanchang, PR China
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XiQi Dong,
Roles Data curation, Investigation, Software, Validation, Visualization
Affiliation Department of Urology, The Second Affiliated Hospital of Nanchang University/Nanchang University, Nanchang, PR China
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XiuJuan Xiong,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Writing – review & editing
Affiliation School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, PR China
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Yun Zhang,
Roles Conceptualization, Formal analysis, Investigation, Writing – review & editing
Affiliation Department of Pathology, The First Hospital of Nanchang City/The Third Affiliated Hospital of Nanchang University, Nanchang, PR China
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TianCheng Zhao,
Roles Conceptualization, Formal analysis, Investigation, Writing – review & editing
Affiliation David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, United States of America
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YuanQiao He,
Roles Conceptualization, Formal analysis, Investigation, Writing – review & editing
Affiliation Department of Jiangxi Province Key Laboratory of Laboratory Animal, Laboratory Animal Science Center of Nanchang University, Nanchang, PR China
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LiBin Deng ,
Contributed equally to this work with: LiBin Deng, XiongBing Lu
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing – original draft
* E-mail: lbdeng@ncu.edu.cn (LD); ndefy05026@ncu.edu.cn (XL)
Affiliation School of Public Health, Jiangxi Medical College, Nanchang University, Jiangxi Provincial Key Laboratory of Disease Prevention and Public Health, Nanchang University, Nanchang, PR China
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XiongBing Lu
Contributed equally to this work with: LiBin Deng, XiongBing Lu
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing
* E-mail: lbdeng@ncu.edu.cn (LD); ndefy05026@ncu.edu.cn (XL)
Affiliation Department of Urology, The Second Affiliated Hospital of Nanchang University/Nanchang University, Nanchang, PR China
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Deep learning-based spatial analysis on tumor and immune cells of pathology images predicts MIBC prognosis
- Chao Hu,
- Fan Wang,
- Hui Xu,
- XiQi Dong,
- XiuJuan Xiong,
- Yun Zhang,
- TianCheng Zhao,
- YuanQiao He,
- LiBin Deng,
- XiongBing Lu
- Published: August 20, 2025
- https://doi.org/10.1371/journal.pone.0328816