Universal artificial intelligence platform for collaborative management of cataracts.

Journal: The British journal of ophthalmology
Published Date:

Abstract

PURPOSE: To establish and validate a universal artificial intelligence (AI) platform for collaborative management of cataracts involving multilevel clinical scenarios and explored an AI-based medical referral pattern to improve collaborative efficiency and resource coverage.

Authors

  • Xiaohang Wu
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Xian Lie South Road 54#, Guangzhou, 510060, China.
  • Yelin Huang
    Beijing Tulip Partners Technology Co., Ltd, Beijing, China.
  • Zhenzhen Liu
    Department of Functional Science, School of Medicine, Yangtze University, No.1 Nanhuan Road, Jingzhou City 434100, China.
  • Weiyi Lai
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
  • Erping Long
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Xian Lie South Road 54#, Guangzhou, 510060, China.
  • Kai Zhang
    Anhui Province Key Laboratory of Respiratory Tumor and Infectious Disease, First Affiliated Hospital of Bengbu Medical University, Bengbu, China.
  • Jiewei Jiang
    School of Computer Science and Technology, Xidian University, No. 2 South Taibai Rd, Xi'an, 710071, China.
  • Duoru Lin
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
  • Kexin Chen
    Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
  • Tongyong Yu
    Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
  • Dongxuan Wu
    Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
  • Cong Li
    Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, College of Chemistry and Materials Science, National Demonstration Center for Experimental Chemistry Education, Northwest University, Xi'an, Shaanxi 710127, China. Electronic address: licong@nwu.edu.cn.
  • Yanyi Chen
    Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
  • Minjie Zou
    Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
  • Chuan Chen
    Information Security Center, State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China.
  • Yi Zhu
    2State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong China.
  • Chong Guo
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
  • Xiayin Zhang
    State Key Laboratory of Ophthalmology, Clinical Research Center for Ocular Disease, Zhongshan Ophthalmic Centre, Sun Yat-sen University, Guangzhou, China.
  • Ruixin Wang
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
  • Yahan Yang
    University of Pennsylvania, Philadelphia, PA.
  • Yifan Xiang
    2State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, Guangdong China.
  • Lijian Chen
    Beijing Tulip Partners Technology Co., Ltd, Beijing, China.
  • Congxin Liu
    Beijing Tulip Partners Technology Co., Ltd, Beijing, China.
  • Jianhao Xiong
    Beijing Tulip Partners Technology Co., Ltd, Beijing, China.
  • Zongyuan Ge
    AIM for Health Lab, Faculty of IT, Monash University, Clayton, Victoria, Australia; Monash-Airdoc Research Lab, Faculty of IT, Monash University, Clayton, Victoria, Australia.
  • Dingding Wang
    Huizhou Municipal Central Hospital, Huizhou, China.
  • Guihua Xu
    Huizhou Municipal Central Hospital, Huizhou, China.
  • Shaolin Du
    Tung Wah Hospital, Sun Yat-sen University, Dongguan, China.
  • Chi Xiao
  • Jianghao Wu
    Dongguan Guangming Ophthalmic Hospital, Dongguan, China.
  • Ke Zhu
    Kaifeng Eye Hospital, Kaifeng, China.
  • Danyao Nie
    Shenzhen Eye Hospital, Shenzhen Key Laboratory of Ophthalmology, Shenzhen University School of Medicine, Shenzhen, China.
  • Fan Xu
    Department of Public Health, Chengdu Medical College, Sichuan, China.
  • Jian Lv
    Department of Ophthalmology, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China.
  • Weirong Chen
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
  • Yizhi Liu
    School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China.
  • Haotian Lin
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou.