Self-supervised stain normalization empowers privacy-preserving and model generalization in digital pathology
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Jianhang Wang
raw_affiliation_strings: Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang Key Laboratory of Intelligent Sensing Technology and Advanced Medical Instrument, Zhejiang University, Hangzhou, Zhejiang, China
raw_author_name: Jiahui Yu
raw_affiliation_strings: Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang Key Laboratory of Intelligent Sensing Technology and Advanced Medical Instrument, Zhejiang University, Hangzhou, Zhejiang, China
Innovation Center for Smart Medical Technologies and Devices, Binjiang Institute of Zhejiang University, Hangzhou, Zhejiang, China
raw_author_name: Haixu Yang
raw_affiliation_strings: Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang Key Laboratory of Intelligent Sensing Technology and Advanced Medical Instrument, Zhejiang University, Hangzhou, Zhejiang, China
raw_author_name: Yunqi Zhu
raw_affiliation_strings: Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang Key Laboratory of Intelligent Sensing Technology and Advanced Medical Instrument, Zhejiang University, Hangzhou, Zhejiang, China
raw_author_name: Lei Jiang
raw_affiliation_strings: Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang Key Laboratory of Intelligent Sensing Technology and Advanced Medical Instrument, Zhejiang University, Hangzhou, Zhejiang, China
raw_author_name: Xiaoxiao Li
raw_affiliation_strings: Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada
raw_author_name: Jing Zhang
raw_affiliation_strings: Department of Pathology, Zhejiang University First Affiliated Hospital and School of Medicine, Hangzhou, Zhejiang, China
National Human Brain Bank for Health and Disease, Zhejiang University, Hangzhou, Zhejiang, China
raw_author_name: Yingke Xu
raw_affiliation_strings: Department of Biomedical Engineering, MOE Key Laboratory of Biomedical Engineering, State Key Laboratory of Extreme Photonics and Instrumentation, Zhejiang Key Laboratory of Intelligent Sensing Technology and Advanced Medical Instrument, Zhejiang University, Hangzhou, Zhejiang, China. yingkexu@zju.edu.cn
Department of Endocrinology, Affiliated Zhejiang Hosptial of Zhejiang University School of Medicine, Hangzhou, Zhejiang, China. yingkexu@zju.edu.cn
Innovation Center for Smart Medical Technologies and Devices, Binjiang Institute of Zhejiang University, Hangzhou, Zhejiang, China. yingkexu@zju.edu.cn
Department of Endocrinology, Affiliated Zhejiang Hosptial of Zhejiang University School of Medicine, Hangzhou, Zhejiang, China