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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: This study assesses the sensitivity and specificity of an algorithm based on deep machine learning for automated detection of diabetic retinopathy and diabetic macular edema in retinal fundus photographs. Varun Gulshan. Lily Peng. Marc Coram. Martin C. Stumpe. Derek Wu. Arunachalam Narayanaswamy. Subhashini Venugopalan. Kasumi Widner. Tom Madams. Jorge Cuadros. Ramasamy Kim. Rajiv Raman. Philip C. Nelson. Jessica L. Mega. Dale R. Webster. JAMA.

Source: jamanetwork.com

diabetic fundus retinal photographs retinopathy detection algorithm deep