Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs-Reference-Cited by-同舟云学术

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

Published:2016-12-13 Issue:22 Volume:316 Page:2402
ISSN:0098-7484
Container-title:JAMA
language:en
Short-container-title:JAMA

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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