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Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy
Authors:Jonathan Krause  Varun Gulshan  Ehsan Rahimy  Peter Karth  Kasumi Widner  Greg S. Corrado  Lily Peng  Dale R. Webster
Affiliation:1. Google Research, Google Inc., Mountain View, California;2. Department of Ophthalmology, Palo Alto Medical Foundation, Palo Alto, California;3. Oregon Eye Consultants, Eugene, Oregon
Abstract:
Keywords:AUC  area under the curve  DME  diabetic macular edema  DR  diabetic retinopathy  ICDR  International Clinical Diabetic Retinopathy  MA  microaneurysm
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