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

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

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2016 Dec 13 Others V Gulshan, L Peng, M Coram, MC Stumpe, D Wu… - Jama, 2016 - jamanetwork.com

Full Author : ['Gulshan, Varun', 'Peng, Lily', 'Coram, Marc', 'Stumpe, Martin C', 'Wu, Derek', 'Narayanaswamy, Arunachalam', 'Venugopalan, Subhashini', 'Widner, Kasumi', 'Madams, Tom', 'Cuadros, Jorge', 'Kim, Ramasamy', 'Raman, Rajiv', 'Nelson, Philip C', 'Mega, Jessica L', 'Webster, Dale R']
Journal Title : JAMA
Chapter : Section1
Journal Year : 2016
Cited by : 5650.0

IMPORTANCE: Deep learning is a family of computational methods that allow an algorithm to program itself by learning from a large set of examples that demonstrate the desired behavior, removing the need to specify rules explicitly. Application of these me..... Read More

Keywords : ["retinal fundus photograph", "deep learning algorithm", "diabetic retinopathy", "validation", "development", "detection"]
PubMed Link : https://jamanetwork.com/journals/jama/fullarticle/2588763/
Google Scholar Link : https://scholar.google.com/scholar?cites=16083985573643781536&as_sdt=5,44&sciodt=0,44&hl=en&num=20