Artificial Intelligence-Enabled Facial Privacy Protection for Ocular Diagnosis: Development and Validation Study.

Journal: Journal of medical Internet research
Published Date:

Abstract

BACKGROUND: Facial biometric data, while valuable for clinical applications, poses substantial privacy and security risks.

Authors

  • Haizhu Tan
    Department of Preventive Medicine, Shantou University Medical College, 22 Xinling Rd, Shantou, 515031, China, 86 13318055534.
  • Hongyu Chen
    Key Laboratory of Chemical Biology and Traditional Chinese Medicine Research (Ministry of Education), College of Chemistry and Chemical Engineering, Hunan Normal University, Changsha, 410081, China.
  • Zhenmao Wang
    Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China (Hong Kong).
  • Mingguang He
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China; Centre for Eye Research Australia; Departments of Ophthalmology and Surgery, University of Melbourne, Melbourne, Australia. Electronic address: mingguang.he@unimelb.edu.au.
  • Chiyu Wei
    Department of Preventive Medicine, Shantou University Medical College, 22 Xinling Rd, Shantou, 515031, China, 86 13318055534.
  • Lei Sun
    1Department of Biological Engineering, Utah State University, 4105 Old Main Hill, Logan, UT 84322-4105 USA.
  • Xueqin Wang
    School of Management, University of Science and Technology of China, Hefei, Anhui 230026, China; heping.zhang@yale.edu wangxq20@ustc.edu.cn.
  • Danli Shi
    State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
  • Chengcheng Huang
    Department of Preventive Medicine, Shantou University Medical College, 22 Xinling Rd, Shantou, 515031, China, 86 13318055534.
  • Anping Guo
    Department of Pharmacy, First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.