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Code for our work: "Learned Low-rank Priors in Dynamic MR Imaging"

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SLR-Net

Code for our work: "Learned Low-rank Priors in Dynamic MR Imaging"

If you use this code, please refer to:

Ke, Z., Huang, W., Cui, Z. X., Cheng, J., Jia, S., Wang, H., ... & Liang, D. (2021). 
Learned Low-rank Priors in Dynamic MR Imaging. 
IEEE Transactions on Medical Imaging, DOI: 10.1109/TMI.2021.3096218.

Requirements

This framework requires Python 3.6 and the tensorflow repository, the main dependencies are as follows:

  • TensorFlow >= 2.2
  • python 3.6
  • scipy >= 1.2.1
  • h5py >= 2.9.0
  • scikit-image >= 0.15.0

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Code for our work: "Learned Low-rank Priors in Dynamic MR Imaging"

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