Table 6 Boundary evaluation metrics (HD95, ASSD, BF1) for all models.
From: Enhanced brain tumour segmentation using a hybrid dual encoder–decoder model in federated learning
Model | HD95 (mm) | ASSD (mm) | BF1 |
---|---|---|---|
UNet | 6.74 | 3.91 | 0.81 |
UNet + + | 5.07 | 2.82 | 0.84 |
ResUNet | 3.97 | 2.59 | 0.83 |
Proposed model | 1.61 | 1.12 | 0.91 |