Table 1.
Dice values, average surface distance (ASD), and registration time of Rectum in pelvic cases before registration, after registration.
Rectum | Before registration | Elastix | MIM | FCN with cycle‐consistent (our method) | FCN without cycle‐consistent | |||||
---|---|---|---|---|---|---|---|---|---|---|
Dice | ASD (mm) | Dice | ASD (mm) | Dice | ASD (mm) | Dice | ASD (mm) | Dice | ASD (mm) | |
Case1 | 0.26 | 13.26 | 0.71 | 4.58 | 0.68 | 5.72 | 0.71 | 4.30 | 0.76* | 3.86* |
Case2 | 0.42 | 10.56 | 0.82* | 2.59* | 0.62 | 5.17 | 0.70 | 3.18 | 0.75 | 3.88 |
Case3 | 0.48 | 15.04 | 0.81* | 3.82 | 0.76 | 4.07 | 0.75 | 3.51* | 0.75 | 4.35 |
Case4 | 0.59 | 10.43 | 0.66 | 6.58 | 0.72 | 3.64 | 0.87* | 1.54* | 0.86 | 1.70 |
Case5 | 0.54 | 14.57 | 0.82 | 3.21 | 0.84* | 2.63* | 0.77 | 3.55 | 0.79 | 3.67 |
Case6 | 0.10 | 18.95 | 0.69 | 2.22 | 0.53 | 3.07 | 0.75* | 1.58* | 0.44 | 3.68 |
Case7 | 0.46 | 10.11 | 0.88 | 2.77 | 0.67 | 5.94 | 0.85 | 1.98* | 0.89* | 2.18 |
Case8 | 0.53 | 14.72 | 0.60 | 5.99 | 0.69 | 4.44 | 0.91* | 1.15* | 0.74 | 3.84 |
Case9 | 0.60 | 21.18 | 0.82 | 4.58 | 0.89* | 2.96 | 0.89* | 2.82* | 0.88 | 3.06 |
Case10 | 0.35 | 13.03 | 0.80 | 3.63 | 0.88* | 2.26* | 0.83 | 2.94 | 0.75 | 4.08 |
Average result | 0.43 | 14.19 | 0.76 | 4.00 | 0.73 | 3.99 | 0.80 | 2.66 | 0.76 | 3.43 |
Standard deviation | 0.16 | 3.63 | 0.09 | 1.44 | 0.12 | 1.30 | 0.08 | 1.04 | 0.13 | 0.86 |
Average time | / | 64 s | 28 s | <0.1 s | <0.1 s |
The * indicates the best Dice value or best ASD in the corresponding test case.