Table 2 Comparisons of registration results (mean ± std)
Methods | Tumor | Liver | Image | Time (s) | |||||
|---|---|---|---|---|---|---|---|---|---|
TRE (mm) | DSC (%) | Hd95 (mm) | TRE (mm) | DSC (%) | Hd95(mm) | MI (%) | SSIM (%) | ||
Affined | 7.38 ± 3.56 | 46.81 ± 32.67 | 7.70 ± 3.27 | 7.01 ± 2.95 | 90.94 ± 1.38 | 6.67 ± 1.51 | 32.11 ± 6.96 | 34.29 ± 10.54 | 22.5 ± 3.8 |
Elastix | 5.23 ± 1.49 | 53.27 ± 23.47 | 7.13 ± 2.03 | 5.45 ± 2.80 | 93.54 ± 1.12 | 5.33 ± 1.22 | 34.67 ± 12.85 | 38.42 ± 10.32 | 84.1 ± 7.2 |
VoxelMorph | 5.89 ± 3.17 | 50.95 ± 28.90 | 7.06 ± 1.93 | 6.83 ± 2.85 | 93.18 ± 1.28 | 5.79 ± 1.64 | 35.88 ± 6.74 | 36.83 ± 11.77 | 0.20 ± 0.01 |
LapIRN | 5.48 ± 2.24 | 52.51 ± 22.64 | 7.03 ± 1.71 | 5.51 ± 1.39 | 93.64 ± 1.13 | 5.52 ± 1.37 | 42.03 ± 4.71 | 49.03 ± 12.66 | 0.17 ± 0.02 |
macJNet | 5.05 ± 1.77 | 55.20 ± 18.77 | 6.71 ± 1.97 | 4.83 ± 1.49 | 94.75 ± 0.82 | 4.53 ± 1.11 | 44.12 ± 4.63 | 54.43 ± 11.62 | 0.18 ± 0.02 |