Table 2 Ablation study of LHC-Net on the BraTS2020 test set
From: A lightweight hierarchical convolution network for brain tumor segmentation
Methods | Dice (%) | ||
|---|---|---|---|
ET | WT | TC | |
3D U-Net | 73.50 | 89.42 | 81.92 |
Res U-Net | 73.87 | 89.53 | 82.23 |
LHC-Net- (Conv3D + 3D Res2Net) | 75.76 | 89.75 | 82.87 |
LHC-Net+ (3D Res2Net + 3D Res2Net) | 76.43 | 89.36 | 82.20 |
LHC-Net (3D RHC + 3D Res2Net) | 76.41 | 90.05 | 83.34 |