Table 3:
Tumor Detection |
Tumor Classification |
|||||
---|---|---|---|---|---|---|
Sensitivity | Specificity | P | Accuracy | F1 Score | P | |
Model | 0.96 | 1.00 | – | 0.92 | 0.80 | – |
Radiologist average | 0.99 | 0.98 | – | 0.87 | 0.75 | – |
Radiologist A | 1.00 | 1.00 | .06 | 0.95 | 0.89 | .09 |
Radiologist B | 0.99 | 0.97 | 1.00 | 0.89 | 0.79 | .24 |
Radiologist C | 0.99 | 0.98 | 1.00 | 0.79 | 0.61 | <.01 |
Radiologist D | 0.98 | 0.98 | .73 | 0.84 | 0.70 | <.01 |
Note:— –indicates n/a.
P value calculated using the McNemar test comparing the model with individual radiologists.