Table 4.
The median dice score, surface distance (in mm) and Hausdorff distance (in mm) for the three models applied to the 64 patients of the robustness data set.
| Dice score | Surface distance | Hausdorff distance | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Model | Left breast | Right breast | Heart | Left breast | Right breast | Heart | Left breast | Right breast | Heart |
| BibNet single-organ | 0.935 | 0.938 | 0.966 | 3.69 | 3.58 | 1.86 | 21.2 | 22.2 | 7.2 |
| BibNet multi-organ | 0.929 | 0.928 | 0.967 | 4.14 | 4.01 | 1.84 | 24.4 | 25.2 | 6.3 |
| 3-level U-Net | 0.900 | 0.917 | 0.942 | 5.99 | 5.74 | 2.96 | 36.4 | 41.3 | 12.8 |
The best performing model in each category is marked with bold letters.