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Experiment overview. A test set consisting of 100 images was rated independently by the DCE five times and by each of seven board-certified ophthalmologists. Classification metrics and reliability measures were compared between the DCE and ophthalmologist predictions. AMD, age-related macular degeneration; DCE, deep convolutional ensemble; DR,diabetic retinopathy; PPV, positive predictive value.
