Table 1 Registration error and performance quantification table (mean ± standard deviation)
From: Brain CT registration using hybrid supervised convolutional neural network
Method | EPE (mm) | NMI | Dice (%) | Time (s) |
|---|---|---|---|---|
Demons | 3.47 ± 1.03 | 0.84 ± 0.02 | 0.90 ± 0.03 | 147.21 ± 27.46 |
VoxelMorph | 5.12 ± 1.72 | 0.81 ± 0.02 | 0.87 ± 0.05 | 18.53 ± 0.25 |
HSCN-Net | 3.29 ± 0.98 | 0.83 ± 0.01 | 0.96 ± 0.04 | 17.86 ± 0.23 |