Table 3. Performance measures of the models in the testing set.
| Accuracy (%) | Sensitivity (%) | Specificity (%) | |
|---|---|---|---|
| Clinical RF model | 83.8 (62/74) | 81.1 (30/37) | 86.5 (32/37) | 
| Radiomics RF model | 91.9 (68/74) | 91.9 (34/37) | 91.9 (34/37) | 
| Combined LR model | 94.6 (70/74) | 97.3 (36/37) | 91.9 (34/37) | 
Data in parentheses are proportions of lesions that were correctly classified. The performance measures of the models were calculated based on the maximal Youden index of the receiver operating characteristic curve. RF, Random Forest; LR, logistic regression.