Table 2.
Dice coefficients calculated over deformed pelvic masks and the ground-truth masks for the different variants of DIRNet model. Results are given for all DIRNet models for the cervix, bladder, and rectum
Dice coefficient | ||||
---|---|---|---|---|
Cervix (mean ± SD) | Bladder (mean ± SD) | Rectum (mean ± SD) | ||
Before registration | 0.75 ± 0.14 | 0.91 ± 0.05 | 0.65 ± 0.16 | |
SimpleElastix | 0.80 ± 0.06 | 0.90 ± 0.03 | 0.78 ± 0.09 | |
DIRNet | Base model | 0.86 ± 0.08 | 0.95 ± 0.01 | 0.87 ± 0.20 |
2 | 0.83 ± 0.08 | 0.89 ± 0.02 | 0.74 ± 0.22 | |
3 | 0.79 ± 0.06 | 0.91 ± 0.02 | 0.79 ± 0.85 | |
4 | 0.89 ± 0.02 | 0.96 ± 0.01 | 0.93 ± 0.02 |