Table 2.
Dice values, average surface distance (ASD), and registration time of Bladder in pelvic cases before registration, after registration.
Bladder | 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 | 0.54 | 13.74 | 0.77 | 6.78 | 0.77 | 6.88 | 0.87* | 3.91* | 0.86 | 3.94 |
Case2 | 0.66 | 14.45 | 0.82 | 5.97 | 0.69 | 10.25 | 0.86* | 5.15* | 0.81 | 6.60 |
Case3 | 0.75 | 14.35 | 0.91 | 1.95 | 0.86 | 3.23 | 0.92* | 1.75* | 0.91 | 2.23 |
Case4 | 0.33 | 21.84 | 0.80 | 4.37 | 0.86* | 2.50* | 0.83 | 3.39 | 0.80 | 4.53 |
Case5 | 0.76 | 15.21 | 0.84 | 4.65 | 0.89* | 2.95 | 0.89* | 2.61* | 0.89* | 2.88 |
Case6 | 0.50 | 17.63 | 0.89* | 3.73* | 0.82 | 6.23 | 0.86 | 3.73* | 0.83 | 5.84 |
Case7 | 0.63 | 9.96 | 0.79 | 6.28 | 0.87* | 3.59 | 0.87* | 3.02* | 0.87* | 3.31 |
Case8 | 0.63 | 16.05 | 0.89* | 2.53* | 0.79 | 5.14 | 0.84 | 3.07 | 0.83 | 3.68 |
Case9 | 0.40 | 15.29 | 0.74 | 6.57 | 0.82 | 4.64 | 0.82 | 4.51 | 0.85* | 3.50* |
Case10 | 0.53 | 14.84 | 0.83* | 5.66 | 0.80 | 5.98 | 0.83* | 5.06* | 0.73 | 8.33 |
Average result | 0.57 | 15.34 | 0.83 | 4.85 | 0.82 | 5.14 | 0.86 | 3.62 | 0.84 | 4.48 |
Standard deviation | 0.14 | 3.01 | 0.06 | 1.70 | 0.06 | 2.34 | 0.03 | 1.08 | 0.05 | 1.89 |
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.