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

, , , , , , , , , , , , , , and . JAMA, 316 (22): 2402-2410 (December 2016)
DOI: 10.1001/jama.2016.17216

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Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program., , , , , , , , , and 22 other author(s). npj Digit. Medicine, (2019)Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program., , , , , , , , , and 22 other author(s). npj Digit. Medicine, (2019)Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images., , , , , , , , , and 10 other author(s). CoRR, (2018)Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program., , , , , , , , , and 22 other author(s). CoRR, (2018)Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer., , , , , , , , , and 9 other author(s). CoRR, (2018)Scientific Discovery by Generating Counterfactuals using Image Translation., , , , , , , , , and 3 other author(s). CoRR, (2020)Discovering novel systemic biomarkers in photos of the external eye., , , , , , , , , and 9 other author(s). CoRR, (2022)Detecting hidden signs of diabetes in external eye photographs., , , , , , , , , and 3 other author(s). CoRR, (2020)Scientific Discovery by Generating Counterfactuals Using Image Translation., , , , , , , , , and . MICCAI (1), volume 12261 of Lecture Notes in Computer Science, page 273-283. Springer, (2020)Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs, , , , , , , , , and 5 other author(s). JAMA, 316 (22): 2402-2410 (December 2016)