Table 5.
Model | Superior mesenteric artery (SMA) segmentation | Superior mesenteric vein (SMV) segmentation | ||||||
---|---|---|---|---|---|---|---|---|
Dice | Recall | Precision | 95% Hausdorff distance | Dice | Recall | Precision | 95% Hausdorff distance | |
Pre-trained Attention U-Net | 0.76 ± 0.08 | 0.79 ± 0.12 | 0.76 ± 0.09 | 3.23 ± 0.45 | 0.68 ± 0.02 | 0.77 ± 0.06 | 0.62 ± 0.07 | 4.79 ± 0.25 |
Pre-trained TAU-Net | 0.80 ± 0.06 | 0.88 ± 0.07 | 0.74 ± 0.09 | 3.19 ± 0.70 | 0.70 ± 0.09 | 0.66 ± 0.12 | 0.76 ± 0.06 | 3.23 ± 0.65 |
Pre-trained hybrid model | 0.81 ± 0.06 | 0.87 ± 0.09 | 0.76 ± 0.07 | 2.89 ± 0.75 | 0.73 ± 0.04 | 0.81 ± 0.10 | 0.68 ± 0.03 | 3.45 ± 0.54 |
Significant values are in bold.