Performance and Limitation of Machine Learning Algorithms for Diabetic Retinopathy Screening: Meta-analysis

Jo-Hsuan Wu   ¹ , MD ;   T Y Alvin Liu   ² , MD ;   Wan-Ting Hsu   ³ , MSc ;   Jennifer Hui-Chun Ho   ⁴ , PhD, MD ;   Chien-Chang Lee   ^{5, 6, 7} , SCD, MD

¹ Shiley Eye Institute and Viterbi Family Department of Ophthalmology, University of California San Diego, La Jolla, CA, United States

² Retina Division, Wilmer Eye Institute, The Johns Hopkins Medicine, Baltimore, MD, United States

³ Harvard TH Chan School of Public Health, Boston, MA, United States

⁴ National Yang-Ming University, Taipei City, Taiwan

⁵ Health Data Science Research Group, National Taiwan University Hospital, Taipei, Taiwan

⁶ The Centre for Intelligent Healthcare, National Taiwan University Hospital, Taipei, Taiwan

⁷ Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan