Per-class and overall OvR test of AUC performance of the models
| KIAA1549-BRAF Fusion versus the Rest | BRAF V600E Mutation versus the Rest | Non-BRAF versus the Rest | Average | |
|---|---|---|---|---|
| Radiomics features only | AUC = 0.80 95% CI, 0.79–0.81 | AUC = 0.74 95% CI, 0.73–0.75 | AUC = 0.67 95% CI, 0.66–0.68 | AUC = 0.74 95% CI, 0.73–0.75 |
| Clinical features only | AUC = 0.75 95% CI, 0.74–0.7 | AUC = 0.62 95% CI, 0.61–0.63 | AUC = 0.63 95% CI, 0.62–0.6 | AUC = 0.67 95% CI, 0.66–0.68 |
| Combined radiomics and clinical features | AUC = 0.81 95% CI, 0.81–0.82 | AUC = 0.75 95% CI, 0.73–0.75 | AUC = 0.74 95% CI, 0.672–0.74 | AUC = 0.76 95% CI, 0.75–0.7) |