Development of a multi-task deep learning system for classification of nine common knee abnormalities on MRI: a large-scale, multicentre, stepwise validation study
National Natural Science Foundation of China (No. 81871510, No. 82172014), the Natural Science Foundation of Guangdong Province (No. 2023A1515011318), and the Health Bureau of the Government of the Hong Kong Special Administrative Region (No. 20211021).
Authors
- Huangjing Lin (ORCID: https://orcid.org/0000-0002-6799-9352)
- Shisi Li (ORCID: https://orcid.org/0009-0009-7651-8336)
- L. Y. Chen
- Ruiheng Zhang (ORCID: https://orcid.org/0000-0002-1324-4739)
- Menghong Wang (ORCID: https://orcid.org/0000-0001-7349-699X)
- Tao Li (ORCID: https://orcid.org/0000-0001-7431-9493)
- Li Cheng (ORCID: https://orcid.org/0000-0001-6824-7139)
- Xiao‐Ping Chen (ORCID: https://orcid.org/0000-0002-5852-9965)
- Yinghua Zhao (ORCID: https://orcid.org/0000-0002-4879-5047)
- Hao Chen (ORCID: https://orcid.org/0000-0002-8400-3780)
- Qiang Ye
- Yuwen Duan
- Yanwen Li (ORCID: https://orcid.org/0000-0001-8773-0038)
- Liwen Song (ORCID: https://orcid.org/0000-0002-1291-266X)
- Zhuoyao Xie
- Yi Ming Shao (ORCID: https://orcid.org/0009-0004-0298-5322)
- Zelin Qiu (ORCID: https://orcid.org/0009-0002-8628-5061)
- Xiaqing Chen
- C Liu
Institutions
- Hong Kong University of Science and Technology (HK)
- Wenzhou Medical University (CN)
- Wuhan University (CN)
- Third Affiliated Hospital of Southern Medical University (CN)
- HKUST Shenzhen Research Institute (CN)
- Guangdong Provincial Hospital of Traditional Chinese Medicine (CN)
- Chinese University of Hong Kong, Shenzhen (CN)
- Zhongnan Hospital of Wuhan University (CN)
- Foshan Second People's Hospital (CN)
- University of Hong Kong - Shenzhen Hospital (CN)
- Dongyang People's Hospital (CN)
- Shenzhen Second People's Hospital (CN)
- Everbright International (China) (CN)
Publication Details
- Journal
- EClinicalMedicine
- Published
- 2025-09-27
- DOI
- https://doi.org/10.1016/j.eclinm.2025.103534
- Citations
- 3
- Primary Topic
- Musculoskeletal synovial abnormalities and treatments
- Type
- article
- Field-Weighted Citation Impact
- 5.00
Funders
- National Natural Science Foundation of China
- Sun Yat-sen University
- Natural Science Foundation of Guangdong Province
- South China University of Technology
- Southern Medical University