TABLE 3.
Organ-averaged DSC, recall, precision, HD95, and ASD evaluation results for the PDDCA dataset obtained with the three different loss functions.
| Loss | DSC | Recall | Precision | HD95 (mm) | ASD (mm) |
|---|---|---|---|---|---|
| Baseline | 0.751±0.008 | 0.763±0.017 | 0.770±0.015 | 4.522±0.635 | 1.087±0.083 |
| Baseline+ Region-Specific |
0.764±0.002 | 0.778±0.016 | 0.778±0.011 | 4.046±0.205 | 1.032±0.058 |
| Baseline+Adaptive Region-Specific | 0.772±0.003 | 0.801±0.021 | 0.766±0.012 | 3.836±0.281 | 1.026±0.021 |
C, D, B, B+R, B+AR stand for the cross-entropy loss, Dice loss, baseline loss, a combination of the baseline loss and region-specific loss, and a combination of the baseline loss and adaptive region-specific loss, respectively. The best results are highlighted in bold.