Table 3.
Jaccard coefficients calculated over deformed pelvic masks and the ground-truth masks for different variants of DIRNet models. Results are given for all DIRNet models for the cervix, bladder, and rectum
Jaccard coefficient | ||||
---|---|---|---|---|
Cervix (mean ± SD) | Bladder (mean ± SD) | Rectum (mean ± SD) | ||
Before registration | 0.62 ± 0.15 | 0.85 ± 0.06 | 0.51 ± 0.19 | |
SimpleElastix | 0.71 ± 0.08 | 0.83 ± 0.04 | 0.67 ± 0.11 | |
DIRNet | Base model | 0.82 ± 0.06 | 0.91 ± 0.03 | 0.78 ± 0.07 |
2 | 0.76 ± 0.10 | 0.81 ± 0.04 | 0.63 ± 0.23 | |
3 | 0.72 ± 0.08 | 0.85 ± 0.04 | 0.66 ± 0.10 | |
4 | 0.86 ± 0.04 | 0.93 ± 0.01 | 0.88 ± 0.04 |