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Table 3 Results of early lesions detection for all the databases

From: Automatic non-proliferative diabetic retinopathy screening system based on color fundus image

Early lesions Sensitivity (%) Specificity (%) Accuracy (%)
MA (image level) 90 92
Hemorrhages (lesion level) 93 89 87
Hemorrhages (image level) 97 89 95
Hard exudates (lesion level) 84 94
Hard exudates (image level) 97 90 90