Deep Learning for Automated Diabetic Retinopathy Screening Fused With Heterogeneous Data From EHRs Can Lead to Earlier Referral Decisions.

Abstract

Authors

• Min-Yen Hsu
  Department of Ophthalmology, Chung Shan Medical University Hospital, Taichung, Taiwan.
• Jeng-Yuan Chiou
  Department of Health Policy and Management, Chung Shan Medical University, Taichung, Taiwan.
• Jung-Tzu Liu
  Computational Intelligence Technology Center, Industrial Technology Research Institute, Hsinchu, Taiwan.
• Chee-Ming Lee
  Department of Ophthalmology, Chung Shan Medical University Hospital, Taichung, Taiwan.
• Ya-Wen Lee
  Computational Intelligence Technology Center, Industrial Technology Research Institute, Hsinchu, Taiwan.
• Chien-Chih Chou
  Department of Ophthalmology, Taichung Veterans General Hospital, Taichung, Taiwan.
• Shih-Chang Lo
  Department of Internal Medicine, Division of Endocrinology and Metabolism, Chung Shan Medical University Hospital, Taichung, Taiwan.
• Edy Kornelius
  Department of Internal Medicine, Division of Endocrinology and Metabolism, Chung Shan Medical University Hospital, Taichung, Taiwan.
• Yi-Sun Yang
  Department of Internal Medicine, Division of Endocrinology and Metabolism, Chung Shan Medical University Hospital, Taichung, Taiwan.
• Sung-Yen Chang
  Computational Intelligence Technology Center, Industrial Technology Research Institute, Hsinchu, Taiwan.
• Yu-Cheng Liu
  Department of Radiology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY, 10032, USA.
• Chien-Ning Huang
  Department of Internal Medicine, Division of Endocrinology and Metabolism, Chung Shan Medical University Hospital, Taichung, Taiwan.
• Vincent S Tseng
  Computer Science and Information Engineering, National Chiao Tung University, Hsinchu, Taiwan.

Keywords

External Resources