Table 5.
Segmentation accuracy (%) and training time (hours) for the proposed method with different sizes of input patches.
| Model | DSC | JI | Training Time (h) | ||||
|---|---|---|---|---|---|---|---|
| WM | GM | CSF | WM | GM | CSF | ||
| Patch size: 128 × 128 | 96.56 | 95.54 | 95.73 | 92.05 | 91.09 | 90.23 | 1.1 |
| Patch size: 64 × 64 | 96.74 | 96.13 | 95.49 | 92.49 | 91.58 | 90.54 | 6.7 |
| Patch size: 32 × 32 | 96.91 | 96.85 | 95.73 | 91.88 | 91.76 | 90.71 | 12.4 |