Table 3.
Precision and recall of the model for determining the radiological features present in test images grouped by lesion class
Lesion class | Mean number of labeled features per lesion | Precision (mean ± SD) | Recall (mean ± SD) |
---|---|---|---|
Benign cyst | 1.8 | 100.0 ± 0.0% | 94.7 ± 7.1% |
Cavernous hemangioma | 2.7 | 81.9 ± 3.4% | 96.1 ± 3.2% |
Focal nodular hyperplasia | 2.0 | 77.1 ± 7.7% | 95.0 ± 5.7% |
Hepatocellular carcinoma | 3.2 | 83.5 ± 5.0% | 64.2 ± 6.9% |
Intrahepatic cholangiocarcinoma | 3.0 | 69.3 ± 4.0% | 83.3 ± 5.2% |
Colorectal carcinoma metastasis | 2.7 | 61.2 ± 4.9% | 74.4 ± 7.0% |
Overall | 2.6 | 76.5 ± 2.2% | 82.9 ± 2.6% |