Performance of radiomic features
| No. of Folds | No. of Trees | AUC (SD) (95% CI) | Mean Sensitivity (95% CI) | Mean Specificity (95% CI) | Mean PPV (95% CI) | Mean NPV (95% CI) | Top 10 Predictive Features on the External Dataset |
|---|---|---|---|---|---|---|---|
| 4 | 25 | 0.75 (SD, 0.12) (0.62–0.89) | 0.72 (0.60–0.84) | 0.86 (0.76–0.95) | 0.73 (0.60–0.87) | 0.85 (0.80–0.91) | (585, 374, 761, 22, 17, 560, 344, 258, 148, 108) |
Note:—SD indicates Standard Deviation; PPV, Positive Predictive Value; NPV; Negative Predictive Value.