Table 1 Performance Metrics for Internal Validation.
From: A Custom Annotated Dataset for Segmentation of Pulmonary Veins, Arteries, and Airways
Class | Count | Dice | Recall | Precision | BDR | DLR |
|---|---|---|---|---|---|---|
Airway Lumen | 254 | 0.941 ± 0.022 (0.845–0.968) | 0.975 ± 0.017 (0.896–0.992) | 0.909 ± 0.030 (0.756–0.953) | 0.978 ± 0.017 (0.925–1.000) | 0.989 ± 0.006 (0.959–0.997) |
Airway Wall | 254 | 0.866 ± 0.046 (0.686–0.911) | 0.853 ± 0.055 (0.634–0.910) | 0.881 ± 0.040 (0.723–0.932) | — | — |
Pulmonary Arteries | 254 | 0.950 ± 0.008 (0.907–0.965) | 0.949 ± 0.010 (0.892–0.966) | 0.951 ± 0.012 (0.908–0.972) | — | — |
Pulmonary Veins | 254 | 0.953 ± 0.010 (0.882–0.968) | 0.950 ± 0.015 (0.850–0.973) | 0.956 ± 0.012 (0.901–0.979) | — | — |
