Table 9.
Comparison of white matter segmentation method.
| Method | Dataset name | Site number | Data number | DSC | Recall | F1 |
|---|---|---|---|---|---|---|
| VLR (Knight et al., 2018) | MICCAI 2017, MICCAI 2016, ISBI MS 2015 | 7 = 3 + 3 + 1 | 96 = 3*20 + 3*5 + 21 | 0.70 | 0.78 | – |
| SC UNet (Zhang et al., 2019) | MICCAI 2017 | 3 | 60 = 3*20 | 0.78 | – | – |
| MixDANN (Kushibar et al., 2021) | MICCAI 2017 | 3 | 60 = 3*20 | 0.74 | 0.69 | 0.66 |
| ensemble UNet (Park et al., 2021) | MICCAI 2017 | 5 | 170 = 3*50 + 2*10 | 0.81 | 0.82 | 0.79 |
| TDA (Kruger et al., 2021) | MICCAI 2017, VH | 4 = 3 + 1 | 88 = 3*30 + 28 | 0.59 | 0.51 | – |