Table 11.
Comparison of brain tumor segmentation method.
| Method | Dataset name | Source domain | Target domain | Source to target | Whole | CoreT | EnhT |
|---|---|---|---|---|---|---|---|
| SSCA (Liu et al., 2022a) | BraTS 2018 | 285 | 285 | T2 to T1, T1ce, FLAIR | 0.68 | 0.58 | 0.45 |
| MultiConDoS (Zhang et al., 2023) | Hecktor, BraTS 2018 | 201 | 210 | CT to MRI | 0.58 | – | – |
| UDA (Qin et al., 2023) | BraTS 2019 | 335*2 | 335*2 | T1 + T1ce to T2 + FLAIR | 0.49 | 0.31 | 0.22 |
| SASAN (Tomar et al., 2021) | WHSD, BraTS 2015 | 20 | 65 | T2 to T1 | 0.61 | 0.18 | 0.46 |
| EMD (Liu et al., 2022b) | BraTS 2018 | 210 | 75 | HGG to LGG | 0.83 | 0.46 | 0.32 |