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.