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A deep-learning system predicts glaucoma incidence and progression using retinal photographs.
Li, Fei; Su, Yuandong; Lin, Fengbin; Li, Zhihuan; Song, Yunhe; Nie, Sheng; Xu, Jie; Chen, Linjiang; Chen, Shiyan; Li, Hao; Xue, Kanmin; Che, Huixin; Chen, Zhengui; Yang, Bin; Zhang, Huiying; Ge, Ming; Zhong, Weihui; Yang, Chunman; Chen, Lina; Wang, Fanyin; Jia, Yunqin; Li, Wanlin; Wu, Yuqing; Li, Yingjie; Gao, Yuanxu; Zhou, Yong; Zhang, Kang; Zhang, Xiulan.
Affiliation
  • Li F; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China.
  • Su Y; State Key Laboratory of Biotherapy and Center for Translational Innovations, West China Hospital and Sichuan University, Chengdu, China.
  • Lin F; PKU-MUST Center for Future Technology, Faculty of Medicine, Macao University of Science and Technology, Macau, China.
  • Li Z; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China.
  • Song Y; PKU-MUST Center for Future Technology, Faculty of Medicine, Macao University of Science and Technology, Macau, China.
  • Nie S; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China.
  • Xu J; State Key Laboratory of Organ Failure Research, National Clinical Research Center for Kidney Disease and Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Chen L; Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology and Visual Science Key Lab, Beijing, China.
  • Chen S; Department of Ophthalmology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Li H; Department of Ophthalmology, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, China.
  • Xue K; Department of Ophthalmology, Guizhou Provincial People's Hospital, Guiyang, China.
  • Che H; Nuffield Laboratory of Ophthalmology, Department of Clinical Neurosciences, University of Oxford and Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom.
  • Chen Z; He Eye Specialist Hospital, Shenyang, Liaoning Province, China.
  • Yang B; Jiangmen Xinhui Aier New Hope Eye Hospital, Jiangmen, Guangdong, China.
  • Zhang H; Department of Ophthalmology, Zigong Third People's Hospital, Zigong, China.
  • Ge M; Department of Ophthalmology, Fujian Provincial Hospital, Fuzhou, China.
  • Zhong W; Department of Ophthalmology and Optometry, Guizhou Nursing Vocational College, Guiyang, China.
  • Yang C; Department of Ophthalmology, Guangzhou Development District Hospital, Guangzhou, China.
  • Chen L; Department of Ophthalmology, The Second Affiliated Hospital of Guizhou Medical University, Kaili, China.
  • Wang F; Department of Ophthalmology, The Third People's Hospital of Dalian, Dalian, Liaoning Province, China.
  • Jia Y; Department of Ophthalmology, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, China.
  • Li W; Department of Ophthalmology, Dali Bai Autonomous Prefecture People's Hospital, Dali, China.
  • Wu Y; Department of Ophthalmology, Wuwei People's Hospital, Wuwei, Gansu Province, China.
  • Li Y; Department of Ophthalmology, Joint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Gao Y; Department of Ophthalmology, The First Hospital of Nanchang City, Nanchang, China.
  • Zhou Y; PKU-MUST Center for Future Technology, Faculty of Medicine, Macao University of Science and Technology, Macau, China.
  • Zhang K; State Key Laboratory of Lunar and Planetary Sciences, Macao University of Science and Technology, Taipa, Macau, China.
  • Zhang X; Clinical Research Institute, Shanghai General Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
J Clin Invest ; 132(11)2022 06 01.
Article in En | MEDLINE | ID: mdl-35642636
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Glaucoma / Deep Learning Type of study: Diagnostic_studies / Incidence_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Humans Language: En Journal: J Clin Invest Year: 2022 Type: Article Affiliation country: China
Fulltext
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Glaucoma / Deep Learning Type of study: Diagnostic_studies / Incidence_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Humans Language: En Journal: J Clin Invest Year: 2022 Type: Article Affiliation country: China