Table 4.
Model | AUC [95% CI] | Accuracy | Sensitivity | Specificity |
---|---|---|---|---|
Training cohort | ||||
Clinical model | 0.743 (0.681-0.805) | 0.840 | 0.951 | 0.525 |
Radiomics model | 0.971 (0.962-0.981) | 0.954 | 0.927 | 0.981 |
Combined model | 0.981 (0.974-0.989) | 0.960 | 0.927 | 0.981 |
Internal-testing cohort | ||||
Clinical model | 0.759 (0.733-0.743) | 0.833 | 0.928 | 0.576 |
Radiomics model | 0.827 (0.799-0.855) | 0.822 | 0.871 | 0.692 |
Combined model | 0.842 (0.817-0.866) | 0.822 | 0.885 | 0.653 |
External-testing cohort | ||||
Clinical model | 0.686 (0.682-0.709) | 0.735 | 0.743 | 0.714 |
Radiomics model | 0.745 (0.699-0.791) | 0.773 | 0.794 | 0.714 |
Combined model | 0.749 (0.705-0.793) | 0.773 | 0.794 | 0.714 |
AUC, area under curve; CI, confidence interval.