Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India-Reference-Cited by-同舟云学术

Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India

Published:2019-09-01 Issue:9 Volume:137 Page:987
ISSN:2168-6165
Container-title:JAMA Ophthalmology
language:en
Short-container-title:JAMA Ophthalmol

Author:

Gulshan Varun¹,Rajan Renu P.²,Widner Kasumi¹,Wu Derek¹,Wubbels Peter³,Rhodes Tyler⁴,Whitehouse Kira³,Coram Marc¹,Corrado Greg¹,Ramasamy Kim²,Raman Rajiv⁴,Peng Lily¹,Webster Dale R.¹

Affiliation:

1. Google Research, Mountain View, California

2. Aravind Eye Hospital, Madurai, India

3. Verily Life Sciences, San Francisco, California

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

Publisher

American Medical Association (AMA)

Subject

Ophthalmology

Link

https://jamanetwork.com/journals/jamaophthalmology/articlepdf/2734990/jamaophthalmology_gulshan_2019_oi_190041.pdf

Reference25 articles.

1. The current state of diabetes mellitus in India.;Kaveeshwar;Australas Med J,2014

2. Analysis of a comprehensive diabetic retinopathy screening model for rural and urban diabetics in developing countries.;Rani;Br J Ophthalmol,2007

3. Diabetic retinopathy among self reported diabetics in southern India: a population based assessment.;Narendran;Br J Ophthalmol,2002

4. Prevalence and risk factors for diabetic retinopathy: a population-based assessment from Theni District, south India.;Namperumalsamy;Br J Ophthalmol,2009

5. Prevalence of diabetic retinopathy in urban India: the Chennai Urban Rural Epidemiology Study (CURES) eye study, I.;Rema;Invest Ophthalmol Vis Sci,2005

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