Table 1 Performance metrics for segmentation with dermnet images.
From: AI-based localization and classification of skin disease with erythema
Method | Sensitivity | Specificity | Dice Coef | Hausdorff distance |
|---|---|---|---|---|
K-means method | 0.6148 | 0.6324 | 0.5165 | 10.487 |
SVM method | 0.8200 | 0.8100 | 0.7123 | 8.138 |
U-Net method without decomposition | 0.8953 | 0.7205 | 0.7215 | 8.153 |
U-Net method with decomposition | 0.9589 | 0.7682 | 0.8126 | 7.165 |
