GAutoMRI

Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning with Neural Architecture Search

Main Results

• In-Distribution

• Out-of-Distribution

• Ablation study

Searching Phase

python search.py

Training Phase

python train.py

Acknowledgements

we would like to thank the authors of the following repositories for their contributions to the community: NAS-for-CSMRI

Citation

@ARTICLE{10606250,
  author={Wu, Ruoyou and Li, Cheng and Zou, Juan and Liu, Xinfeng and Zheng, Hairong and Wang, Shanshan},
  journal={IEEE Transactions on Medical Imaging}, 
  title={Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning with Neural Architecture Search}, 
  year={2024},
  volume={},
  number={},
  pages={1-1},
  doi={10.1109/TMI.2024.3432388}}