Table 3.
Module | All testing sets | |||||
---|---|---|---|---|---|---|
Model | whole-breast segmentation model | spatial transformer | temporal transformer | DSC | SEN | HD |
Baseline | 63.1 1.4 | 72.1 1.2 | 15.9 1.1 | |||
Baseline + breast mask | ✓ | 67.3 1.2 | 73.5 1.3 | 7.6 0.8 | ||
Baseline + breast mask + S-trans | ✓ | ✓ | 69.9 1.2 | 74.2 1.3 | 6.9 0.9 | |
Baseline + breast mask + T-trans | ✓ | ✓ | 70.6 1.6 | 74.2 1.5 | 7.3 0.8 | |
Baseline + breast mask + ST-trans | ✓ | ✓ | ✓ | 72.4 1.1 | 76.2 1.3 | 6.6 0.7 |
The evaluation metrics include DSC (%) , SEN (%) , and HD (mm) . The modules include whole-breast segmentation model, spatial transformer, and temporal transformer.