- pre-trained beta-VAE models are available in ./models/betaVAE
- HR segmentations are available on [1]
- models are trained on HR segmentations with voxel size 1.2 x 1.2 x 2 mm, cropped and centered the mass center of cardiac mask
- Sim_demo.ipynb uses the data in ./data/HR_demo
- Paired HR-LR segmentations are used for comparison
- UKB_demo.ipynb uses the data in ./data/UKB_demo
- data has already been cropped centered the cardiac mass center
- remember to adjust the image oreintation and make the crop operation when deal with new dataset
[1] Savioli, Nicolo; de Marvao, Antonio; O'Regan, Declan (2021), “Cardiac super-resolution label maps”, Mendeley Data, V1, doi: 10.17632/pw87p286yx.1