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Rapid Grading of Fundus Photographs for Diabetic Retinopathy Using Crowdsourcing

Rapid Grading of Fundus Photographs for Diabetic Retinopathy Using Crowdsourcing

The pattern of results indicates that lower accuracy identifying mild (ROC=0.57; Figure 2, Panel A) and severe (AUC=0.73; Figure 2, Panel C) abnormalities was due to a tendency to rate all abnormalities as moderate in severity, rather than a failure to recognize normal versus mild and severe abnormalities more generally.

Christopher J J Brady, Andrea C Villanti, Jennifer L Pearson, Thomas R Kirchner, Omesh P Gupta, Chirag P Shah

J Med Internet Res 2014;16(10):e233