Sub-dataset | AUC (95% confidence interval) | Accuracy (%) | Sensitivity (%) | Specificity (%) |
---|---|---|---|---|
Lesions versus normal tissue | ||||
Full feature set | 0.96 (0.89–0.98) | 93.3 | 92.6 | 94.1 |
Reduced feature set | 0.98 (0.92–0.99) | 94.4 | 96.3 | 92.1 |
Malignant versus benign lesions | ||||
Full feature set | 0.98 (0.81–0.99) | 90.7 | 85.2 | 96.3 |
Reduced feature set | 0.96 (0.90–0.99) | 87.1 | 81.5 | 92.6 |