Table A1:
Dataset-specific comparison of total white-matter reconstruction accuracy for both hemispheres of the brain.
| Buckner40 (40 test subjects) | ||||
|---|---|---|---|---|
| Mean Dist. (mm) | P99 Dist. (mm) | Hausdorff (mm) | Dice (%) | |
| DeepCSR | 0.25 ± 0.17 | 1.60 ± 1.27 | 7.64 ± 2.12 | 95.95 ± 2.04 |
| TopoFit | 0.11 ± 0.02 | 0.73 ± 0.37 | 4.34 ± 1.45 | 97.69 ± 0.51 |
| IXI (158 test subjects) | ||||
| Mean Dist. (mm) | P99 Dist. (mm) | Hausdorff (mm) | Dice (%) | |
| DeepCSR | 0.26 ± 0.10 | 1.37 ± 0.74 | 7.47 ± 1.80 | 95.90 ± 1.38 |
| TopoFit | 0.15 ± 0.09 | 0.81 ± 0.37 | 4.41 ± 1.55 | 97.37 ± 1.25 |
| OASIS (130 test subjects) | ||||
| Mean Dist. (mm) | P99 Dist. (mm) | Hausdorff (mm) | Dice (%) | |
| DeepCSR | 0.22 ± 0.07 | 1.71 ± 1.43 | 7.60 ± 2.21 | 96.29 ± 0.87 |
| TopoFit | 0.11 ± 0.02 | 0.68 ± 0.27 | 4.31 ± 1.36 | 97.81 ± 0.41 |
| MCIC (76 test subjects) | ||||
| Mean Dist. (mm) | P99 Dist. (mm) | Hausdorff (mm) | Dice (%) | |
| DeepCSR | 0.25 ± 0.06 | 1.55 ± 0.75 | 7.45 ± 1.82 | 95.76 ± 0.86 |
| TopoFit | 0.15 ± 0.05 | 0.92 ± 0.35 | 4.25 ± 0.98 | 97.30 ± 0.73 |