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Table 5 Comparison of hemorrhages detection methods on DIARETDB1

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

Methods Lesion level Image level
Sensitivity (%) Sensitivity (%) Specificity (%) Accuracy (%)
García et al. [5]   93 100 60 80
García et al. [24] SVM 66 100 52 82
MV 86 100 56 83
MLP 85 100 52 82
BRF 83 100 56 83
Our method   89 100 80 93