Table 3.
Mean target registration errors for the BraTS-Reg Dataset.
| mTRE (mm) | ||||
|---|---|---|---|---|
| Baseline | 3.62 | |||
| ANTs (T1-CE, mask) | 2.84 | |||
| MRI sequence | CNN | CNN mask | Iterative | Iterative mask |
| T1 | 3.24 | 3.24 | 2.99 | 2.98 |
| T1-CE | 3.11 | 2.97 | 2.46 | 2.46 |
| FLAIR | 3.32 | 3.37 | 3.16 | 3.15 |
| T2 | 3.13 | 3.17 | 2.81 | 2.83 |
The mean TREs obtained by CNN models trained with and without masking procedure are visible in the second and third column. The results achieved by the iterative method in the fourth and fifth column.