Table 3.
Performance report for two radiologists and AI algorithm on comparison dataset (80 tumors) for classification of tumors to ccRCC vs. oncocytoma (binary decision).
ccRCC | Sensitivity | Specificity | PPV | NPV | Accuracy |
---|---|---|---|---|---|
Radiologist 1 | 0.85 | 0.70 | 0.74 | 0.82 | 0.78 |
Radiologist 2 | 0.85 | 0.55 | 0.65 | 0.79 | 0.70 |
AI | 0.88 | 0.75 | 0.78 | 0.86 | 0.81 |
PPV: positive predictive value; NPV: negative predictive value.