Table 1:
Method | DSC ↑ | HD95 mm ↓ | ||||||
---|---|---|---|---|---|---|---|---|
Liver | LG Bowel | SM Bowel | Sto-Duo | Liver | LG Bowel | SM Bowel | Sto-Duo | |
SyN35 | 0.89±0.04** | 0.59±0.13** | 0.61±0.09** | 0.66±0.08** | 9.17±3.55** | 20.04±8.55** | 20.74±7.36** | 13.08±5.08** |
Voxelmorph17 | 0.91±0.06** | 0.74±0.18** | 0.67±0.10** | 0.75±0.09** | 7.85±3.85** | 14.52±9.81** | 19.26±7.97** | 13.35±13.21** |
Unet3D | 0.92±0.02** | 0.79±0.11** | 0.68±0.11** | 0.68±0.10** | 13.57±15.72** | 20.63±13.90** | 26.11±9.68** | 19.95±11.33** |
nnUnet3 | 0.93±0.02* | 0.81±0.10** | 0.72±0.09** | 0.70±0.10** | 8.22±3.14** | 18.00±13.43** | 18.95±6.19** | 19.33±8.48** |
UResNet16 | 0.91±0.04** | 0.72±0.15** | 0.67±0.07** | 0.75±0.08** | 6.80±2.76** | 11.92±9.18** | 18.56±8.53** | 12.18±12.87** |
ProRSeg | 0.94±0.02 | 0.86±0.08 | 0.78±0.07 | 0.82±0.05 | 5.69±1.72 | 7.00±5.14 | 12.11±5.30 | 8.11±3.54 |
ProRSeg++† | 0.95±0.01** | 0.91±0.02 | 0.83±0.02° | 0.85±0.04 | 5.52±0.85 | 6.49±3.91 | 10.70±1.20° | 7.35±2.50 |