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Sensitivity, positive predictive value (PPV), and negative predictive value (NPV) comparison on the ISIC dataset
| Architecture | Sensitivity (%) | PPV (%) | NPV (%) |
|---|---|---|---|
| ResNet-50 [38] | 78.7 | 78.0 | 78.5 |
| Inception V3 [18] | 76.9 | 89.9 | 79.8 |
| DenseNet-121 [57] | 80.5 | 86.4 | 81.8 |
| MobileNetV2 [45] | 84.6 | 83.5 | 84.4 |
| Cancer-Net SCa-A | 92.8 | 78.5 | 91.2 |
| Cancer-Net SCa-B | 91.4 | 80.2 | 90.0 |
| Cancer-Net SCa-C | 90.0 | 80.2 | 88.7 |
Best results highlighted in bold
