Table 6.
Diagnostic performance of radiomic signatures and the nomogram for the prediction of pCR
| Training set (n = 107) | Validation set (n = 45) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Accuracy | Sensitivity | Specificity | PPV | NPV | AUC(95% CI) | Accuracy | Sensitivity | Specificity | PPV | NPV | AUC(95% CI) | |
| Radiomics signature | 0.897 | 0.926 | 0.808 | 0.938 | 0.778 | 0.92 (0.86–0.98) | 0.889 | 0.882 | 0.909 | 0.968 | 0.714 | 0.91 (0.81–1.00) |
| Radiomics nomogram | 0.897 | 0.926 | 0.808 | 0.938 | 0.778 | 0.92 (0.86–0.98) | 0.889 | 0.882 | 0.909 | 0.968 | 0.714 | 0.91 (0.82–1.00) |
CI, confidence interval; PPV, positive prediction value; NPV, negative prediction value