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Table 5 Sensitivity, specificity, accuracy and PPV of the proposed method in patch-level evaluation for detection of exudate, hemorrhage and microaneurysm

From: Fundus images analysis using deep features for detection of exudates, hemorrhages and microaneurysms

 

Exudate

Hemorrhage

Microaneurysm

No-Sign

Accuracy

0.98

0.90

0.94

0.96

Sensitivity

0.96

0.84

0.85

0.95

Specificity

0.98

0.92

0.96

0.97

PPV

0.94

0.85

0.83

0.96