metadata
license: mit
library_name: pytorch
tags:
- medical-imaging
- image-registration
- cardiac-mri
- flow-matching
datasets:
- mathpluscode/ACDC-FlowReg
FlowReg: Flow Matching-enabled Test-Time Refinement for Unsupervised Cardiac MR Registration
Pretrained checkpoints for FlowReg and CorrMLP for unsupervised deformable 3D medical image registration on cardiac MRI.
- Paper: Flow Matching-enabled Test-Time Refinement for Unsupervised Cardiac MR Registration
- Code: GitHub
- Dataset: mathpluscode/ACDC-FlowReg
Available Checkpoints
| Model | Dataset | Direction | Subfolder |
|---|---|---|---|
| FlowReg | ACDC | ED→ES | flowreg/acdc_ed2es |
| FlowReg | ACDC | ES→ED | flowreg/acdc_es2ed |
| FlowReg | M&Ms-2 | ED→ES | flowreg/mnms2_ed2es |
| FlowReg | M&Ms-2 | ES→ED | flowreg/mnms2_es2ed |
| CorrMLP | ACDC | ED→ES | corrmlp/acdc_ed2es |
| CorrMLP | ACDC | ES→ED | corrmlp/acdc_es2ed |
| CorrMLP | M&Ms-2 | ED→ES | corrmlp/mnms2_ed2es |
| CorrMLP | M&Ms-2 | ES→ED | corrmlp/mnms2_es2ed |
See the GitHub repo for full usage and training instructions.