Diffeomorphic Medical Image Registration On 1
Metrics
Dice
Grad Det-Jac
Hausdorff Distance (mm)
RMSE
Results
Performance results of various models on this benchmark
Model Name | Dice | Grad Det-Jac | Hausdorff Distance (mm) | RMSE | Paper Title | Repository |
|---|---|---|---|---|---|---|
| SyN | 0.801 | 3.4 | 8.1 | 0.32 | Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain | |
| VoxelMorph | - | 9.2 | - | - | VoxelMorph: A Learning Framework for Deformable Medical Image Registration | |
| cVAE Diffeomorphic (S3) | 0.812 | 1.4 | 7.3 | 0.30 | Learning a Probabilistic Model for Diffeomorphic Registration | - |
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