Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-019-47181-w.pdf
Reference15 articles.
1. Marshall, S. M. & Flyvbjerg, A. Prevention and early detection of vascular complications of diabetes. BMJ. 333(7566), 475–480 (2006).
2. Hutchinson, A. et al. Effectiveness of screening and monitoring tests for diabetic retinopathy–a systematic review. Diabet Med. 17(7), 495–506 (2000).
3. Taylor, R. & Batey, D. Handbook of Retinal Screening in Diabetes: Diagnosis and Management. Wiley (2012).
4. Gulshan, V. et al. Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs. JAMA. 316(22), 2402–2410 (2016).
5. Ting, D. S. W. et al. Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes. JAMA. 318(22), 2211–2223 (2017).
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