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ModFed

Model-based federated learning for accurate MR image reconstruction from undersampled k-space data

Description

Description

Main Results

  • Scenario 1

Description

Training Phase

python fedMoDL.py

Citation

@article{WU2024108905,
title = {Model-based federated learning for accurate MR image reconstruction from undersampled k-space data},
journal = {Computers in Biology and Medicine},
volume = {180},
pages = {108905},
year = {2024},
issn = {0010-4825},
doi = {https://doi.org/10.1016/j.compbiomed.2024.108905},
author = {Ruoyou Wu and Cheng Li and Juan Zou and Yong Liang and Shanshan Wang},
keywords = {Federated learning, Adaptive dynamic aggregation, Unfolding neural network, Magnetic resonance imaging (MRI)}
}

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Model-based Federated Learning Method

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