Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study
National Key R & D Program of China, National Natural Science Foundation of China, Beijing Natural Science Foundation, Shanghai Municipal Key Clinical Specialty, Shanghai Research Centre for Endocrine and Metabolic Diseases, Innovative research team of high-level local universities in Shanghai, Noncommunicable Chronic Diseases-National Science and Technology Major Project, Clinical Special Program of Shanghai Municipal Health Commission, and the three-year action plan to strengthen the construction of public health system in Shanghai.
Authors
- Hua Su (ORCID: https://orcid.org/0000-0002-5969-0363)
- Zhouyu Guan (ORCID: https://orcid.org/0009-0008-5102-0067)
- Weiping Jia (ORCID: https://orcid.org/0000-0002-6244-2168)
- Bin Sheng (ORCID: https://orcid.org/0000-0001-8678-2784)
- Shuwang Ge (ORCID: https://orcid.org/0000-0002-5511-0288)
- Simon Szeto (ORCID: https://orcid.org/0000-0001-9377-7377)
- An Ran Ran (ORCID: https://orcid.org/0000-0003-4592-4867)
- Huating Li (ORCID: https://orcid.org/0000-0003-0526-5545)
- Gerald Liew (ORCID: https://orcid.org/0000-0001-7422-0012)
- Xiaokang Yang (ORCID: https://orcid.org/0000-0003-4029-3322)
- Mong Li Lee (ORCID: https://orcid.org/0000-0002-9636-388X)
- Ruhan Liu (ORCID: https://orcid.org/0000-0002-0281-8039)
- Hai Jin (ORCID: https://orcid.org/0000-0002-3934-7605)
- Charumathi Sabanayagam
- Ching‐Yu Cheng (ORCID: https://orcid.org/0000-0003-0655-885X)
- Soo Kun Lim (ORCID: https://orcid.org/0000-0001-7589-5150)
- Minyi Guo (ORCID: https://orcid.org/0000-0003-0034-2302)
- Andrea O. Y. Luk (ORCID: https://orcid.org/0000-0002-5244-6069)
- Chan Wu (ORCID: https://orcid.org/0000-0001-7102-1181)
- Sarkaaj Singh (ORCID: https://orcid.org/0009-0004-8074-5199)
- Ruth Hogg (ORCID: https://orcid.org/0000-0001-9413-2669)
- Cynthia Ciwei Lim (ORCID: https://orcid.org/0000-0003-0021-4861)
- Ting‐Li Chen (ORCID: https://orcid.org/0000-0002-1375-0164)
- Feng Gui Lu (ORCID: https://orcid.org/0000-0001-9064-7964)
- Ziyao Meng (ORCID: https://orcid.org/0000-0002-0541-5868)
- Lei Ruan (ORCID: https://orcid.org/0000-0001-6279-1950)
- Wynne Hsu (ORCID: https://orcid.org/0000-0002-4142-8893)
- Cuntai Zhang (ORCID: https://orcid.org/0000-0002-9044-5032)
- Evelyn Chee
- Yuwei Lu (ORCID: https://orcid.org/0000-0002-4701-9273)
- Gareth J. McKay (ORCID: https://orcid.org/0000-0001-8197-6280)
- Rongping Dai (ORCID: https://orcid.org/0000-0002-7901-5998)
- Xiangning Wang (ORCID: https://orcid.org/0000-0003-2608-9026)
- Tingyao Li
- Dawei Yang (ORCID: https://orcid.org/0000-0003-4826-9060)
- Qiang Wu (ORCID: https://orcid.org/0000-0002-9169-3791)
- Tien Yin Wong (ORCID: https://orcid.org/0000-0002-8448-1264)
- Chenxin Deng (ORCID: https://orcid.org/0000-0002-6932-6514)
- Gavin Siew Wei Tan (ORCID: https://orcid.org/0000-0001-5383-7136)
- Jie Shen (ORCID: https://orcid.org/0000-0002-0263-6454)
- Cheng Yang (ORCID: https://orcid.org/0000-0002-2049-1324)
- Gang Xu (ORCID: https://orcid.org/0000-0003-2329-9458)
- Qiong Jiao (ORCID: https://orcid.org/0000-0002-7782-7917)
- Carol Y. Cheung
- Yih Chung Tham (ORCID: https://orcid.org/0000-0002-6752-797X)
- Lee‐Ling Lim (ORCID: https://orcid.org/0000-0002-6214-6924)
- Juliana C.N. Chan (ORCID: https://orcid.org/0000-0003-1325-1194)
- Anis Syazwani Abd Raof (ORCID: https://orcid.org/0000-0002-4500-2857)
- Jiajia Li (ORCID: https://orcid.org/0000-0001-8158-3970)
- Yixiao Jin
- Feng He (ORCID: https://orcid.org/0000-0002-4717-2243)
- Yiming Qin (ORCID: https://orcid.org/0000-0001-8831-1644)
- Jia Shu (ORCID: https://orcid.org/0009-0008-9470-7133)
- Wenxiao Wang (ORCID: https://orcid.org/0000-0001-7328-0267)
- Yu Zhao (ORCID: https://orcid.org/0009-0007-8568-4243)
- Xiaohua Sheng (ORCID: https://orcid.org/0000-0003-0493-4487)
- Xufang Sun
- Xiaofei Liao
- Jin Tang
- Haslina Hamzah
- Shujie Yu (ORCID: https://orcid.org/0000-0003-3548-6170)
- Yi-Lan Wu (ORCID: https://orcid.org/0000-0003-0493-9958)
- Jian Wen Samuel Lee-Boey (ORCID: https://orcid.org/0009-0008-9748-377X)
Institutions
- Macau University of Science and Technology (MO)
- Queen's University Belfast (GB)
- The University of Sydney (AU)
- Union Hospital (HK)
- SingHealth (SG)
- National University of Singapore (SG)
- Chinese University of Hong Kong (HK)
- Shanghai Jiao Tong University (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Singapore General Hospital (SG)
- Singapore National Eye Center (SG)
- Peking Union Medical College Hospital (CN)
- University of Malaya (MY)
- Prince of Wales Hospital (CN)
- Singapore Eye Research Institute (SG)
- Shanghai Sixth People's Hospital (CN)
- Westmead Institute for Medical Research (AU)
- Beijing Tsinghua Chang Gung Hospital (CN)
- Tongji Hospital (CN)
- Huazhong University of Science and Technology (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- The Lancet Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1016/j.landig.2025.02.008
- Citations
- 17
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 23.12