Table 5. Statistical analysis using t-Test on the MSDPT dataset.
| Model | Pancreas | Tumor | ||
|---|---|---|---|---|
| DSC | p-value | DSC | p-value | |
| 3DUnet | 0.6606 ± 0.0199 | 0.010 | 0.2113 ± 0.0914 | 0.006 |
| SegResNet | 0.4732 ± 0.0572 | 0.000 | 0.2633 ± 0.0842 | 0.035 |
| 3DUX-Net | 0.6673 ± 0.0428 | 0.007 | 0.2889 ± 0.1052 | 0.029 |
| AttentionUnet | 0.6717 ± 0.0593 | 0.000 | 0.2961 ± 0.1263 | 0.025 |
| UNETR | 0.6128 ± 0.0530 | 0.000 | 0.1905 ± 0.0684 | 0.004 |
| nnFormer | 0.6664 ± 0.1058 | 0.039 | 0.2668 ± 0.1224 | 0.031 |
| SwinUNETR | 0.6762 ± 0.0446 | 0.040 | 0.2113 ± 0.0914 | 0.037 |
| Ours | 0.7108 ± 0.0320 | 0.3318 ± 0.1167 | ||
Note:
Values in bold indicate the experimental results in the MDMU-Net.