/k-space-deep-learning

k-Space Deep Learning for Accelerated MRI

Primary LanguageMATLAB

Paper

Implementation

  • MatConvNet (matconvnet-1.0-beta24)
  • k-Space Deep Learning (matconvnet-1.0-beta24/examples/k-space-deep-learning)
    • Please run the matconvnet-1.0-beta24/examples/k-space-deep-learning/install.m
    • Install the customized library
    • Download the trained networks such as image-domain learning, and k-space deep learning

Trained network

  • Trained network for 'image-domain learing for 1 coil and 8 coils on Cartesian trajectory' is uploaded.
  • Trained network for 'k-space deep learning for 1 coil and 8 coils on Cartesian trajectory' is uploaded.

Test data

  • Iillustate the Fig. 6, 7, and 9 for k-Space Deep Learning fro Accelerated MRI
  • MR images from 'http://mridata.org/' are uploaded to train and test.