The code of FedCRFD (IEEE JBHI 2024)

Prepare datasets

1. Download datasets from fastMRI
2. Process dataset: python preprocess_fastMRI.py

Train

python train.py

Test

python test.py --resume /path/to/checkpoints

Citation

@article{yan2024cross,
  title={Cross-modal vertical federated learning for mri reconstruction},
  author={Yan, Yunlu and Wang, Hong and Huang, Yawen and He, Nanjun and Zhu, Lei and Xu, Yong and Li, Yuexiang and Zheng, Yefeng},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year={2024},
  publisher={IEEE}
}