TABLE 3.
Ablation results of Sym-TransNet.
| Method | ICH lesions (95% CI) | IPH (95%CI) | IVH (95%CI) | EDH (95%CI) | SDH (95%CI) | SAH (95%CI) |
|---|---|---|---|---|---|---|
| U-Net☑ | ||||||
| Transformer☒ | 0.624 (0.587, 0.661) | 0.688 (0.638, 0.738) | 0.518 (0.457, 0.580) | 0.222 (0.083, 0.361) | 0.321 (0.239, 0.404) | 0.245 (0.206, 0.284) |
| Symmetric Prior☒ | ||||||
| U-Net☑ | ||||||
| Transformer☑ | 0.691 (0.659, 0.723) | 0.761 (0.719, 0.802) | 0.624 (0.569, 0.678) | 0.233 (0.086, 0.379) | 0.451 (0.370, 0.533) | 0.284 (0.242, 0.326) |
| Symmetric Prior☒ | ||||||
| U-Net☑ | ||||||
| Transformer☑ | 0.716 (0.685, 0.747) | 0.784 (0.745, 0.824) | 0.680 (0.631, 0.730) | 0.359 (0.173, 0.545) | 0.534 (0.455, 0.613) | 0.337 (0.293, 0.382) |
| Symmetric Prior☑ | ||||||