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DeepFundus: A flow-cytometry-like image quality classifier for boosting the whole life cycle of medical artificial intelligence.
Liu, Lixue; Wu, Xiaohang; Lin, Duoru; Zhao, Lanqin; Li, Mingyuan; Yun, Dongyuan; Lin, Zhenzhe; Pang, Jianyu; Li, Longhui; Wu, Yuxuan; Lai, Weiyi; Xiao, Wei; Shang, Yuanjun; Feng, Weibo; Tan, Xiao; Li, Qiang; Liu, Shenzhen; Lin, Xinxin; Sun, Jiaxin; Zhao, Yiqi; Yang, Ximei; Ye, Qinying; Zhong, Yuesi; Huang, Xi; He, Yuan; Fu, Ziwei; Xiang, Yi; Zhang, Li; Zhao, Mingwei; Qu, Jinfeng; Xu, Fan; Lu, Peng; Li, Jianqiao; Xu, Fabao; Wei, Wenbin; Dong, Li; Dai, Guangzheng; He, Xingru; Yan, Wentao; Zhu, Qiaolin; Lu, Linna; Zhang, Jiaying; Zhou, Wei; Meng, Xiangda; Li, Shiying; Shen, Mei; Jiang, Qin; Chen, Nan; Zhou, Xingtao; Li, Meiyan.
Affiliation
  • Liu L; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Wu X; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China. Electronic address: wxhang@mail2.sysu.e
  • Lin D; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Zhao L; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Li M; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Yun D; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Lin Z; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Pang J; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Li L; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Wu Y; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Lai W; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Xiao W; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Shang Y; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Feng W; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Tan X; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Vision Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, Guangdong, China.
  • Li Q; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Liu S; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Lin X; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Sun J; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Zhao Y; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Yang X; Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Ye Q; Department of Ophthalmology, Second Affiliated Hospital, Guangdong Medical University, Zhanjiang, Guangdong, China.
  • Zhong Y; Department of Ophthalmology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • Huang X; Department of Ophthalmology, Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
  • He Y; Department of Ophthalmology, The Second Affiliated Hospital of Xi'an Medical University, Xi'an, Shaanxi, China.
  • Fu Z; Department of Ophthalmology, The Second Affiliated Hospital of Xi'an Medical University, Xi'an, Shaanxi, China.
  • Xiang Y; Department of Ophthalmology, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
  • Zhang L; Department of Ophthalmology, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
  • Zhao M; Department of Ophthalmology, People's Hospital of Peking University, Beijing, China.
  • Qu J; Department of Ophthalmology, People's Hospital of Peking University, Beijing, China.
  • Xu F; Department of Ophthalmology, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China.
  • Lu P; Department of Ophthalmology, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China.
  • Li J; Department of Ophthalmology, Qilu Hospital, Shandong University, Jinan, Shandong, China.
  • Xu F; Department of Ophthalmology, Qilu Hospital, Shandong University, Jinan, Shandong, China.
  • Wei W; Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospi
  • Dong L; Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospi
  • Dai G; He Eye Specialist Hospital, Shenyang, Liaoning, China.
  • He X; School of Public Health, He University, Shenyang, Liaoning, China.
  • Yan W; The Eye Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
  • Zhu Q; The Eye Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
  • Lu L; Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Zhang J; Department of Ophthalmology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Zhou W; Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, China.
  • Meng X; Department of Ophthalmology, Tianjin Medical University General Hospital, Tianjin, China.
  • Li S; Department of Ophthalmology, Xiang'an Hospital of Xiamen University, Xiamen, Fujian, China.
  • Shen M; Department of Ophthalmology, Xiang'an Hospital of Xiamen University, Xiamen, Fujian, China.
  • Jiang Q; The Affiliated Eye Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
  • Chen N; The Affiliated Eye Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
  • Zhou X; Department of Ophthalmology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Li M; Department of Ophthalmology, Eye and ENT Hospital, Fudan University, Shanghai, China.
Cell Rep Med ; 4(2): 100912, 2023 02 21.
Article in En | MEDLINE | ID: mdl-36669488
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Artificial Intelligence Type of study: Prognostic_studies Language: En Journal: Cell Rep Med Year: 2023 Document type: Article Affiliation country: China Country of publication: Estados Unidos
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Artificial Intelligence Type of study: Prognostic_studies Language: En Journal: Cell Rep Med Year: 2023 Document type: Article Affiliation country: China Country of publication: Estados Unidos