Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Author:

Gulshan Varun1,Peng Lily1,Coram Marc1,Stumpe Martin C.1,Wu Derek1,Narayanaswamy Arunachalam1,Venugopalan Subhashini2,Widner Kasumi1,Madams Tom1,Cuadros Jorge3,Kim Ramasamy4,Raman Rajiv5,Nelson Philip C.1,Mega Jessica L.6,Webster Dale R.1

Affiliation:

1. Google Inc, Mountain View, California

2. Google Inc, Mountain View, California2Department of Computer Science, University of Texas, Austin

3. EyePACS LLC, San Jose, California4School of Optometry, Vision Science Graduate Group, University of California, Berkeley

4. Aravind Medical Research Foundation, Aravind Eye Care System, Madurai, India

5. Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, Tamil Nadu, India

6. Verily Life Sciences, Mountain View, California8Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts

Publisher

American Medical Association (AMA)

Subject

General Medicine

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