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Keziwen c7a0b26f0c | 4 years ago | |
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utils | 4 years ago | |
README.md | 4 years ago | |
compressed_sensing.py | 4 years ago | |
compressed_sensing.pyc | 4 years ago | |
datasets.py | 4 years ago | |
datasets.pyc | 4 years ago | |
eval.py | 4 years ago | |
eval_many.py | 4 years ago | |
eval_many_F1_S4DN.py | 4 years ago | |
eval_many_diff_combination.py | 4 years ago | |
fft.py | 4 years ago | |
helpers.py | 4 years ago | |
helpers.pyc | 4 years ago | |
inference.py | 4 years ago | |
inference.pyc | 4 years ago | |
kernel_Init.py | 4 years ago | |
kernel_Init.pyc | 4 years ago | |
load_mse+psnr+ssim.py | 4 years ago | |
mymath.py | 4 years ago | |
mymath.pyc | 4 years ago | |
test_mask.npy | 4 years ago | |
train.py | 4 years ago | |
train.pyc | 4 years ago |
This repository provides a tensorflow implementation used in our publications
If you use this code, please refer to:
@article{doi: 10.1002/nbm.4131,
author = {Shanshan Wang, Ziwen Ke, Huitao Cheng, Sen Jia, Leslie Ying, Hairong Zheng, Dong Liang},
title = {DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training},
journal = {NMR in Biomedicine},
doi = {10.1002/nbm.4131, 2019},
}
This framework requires Python 2.7 and the tensorflow repository, the main dependencies are as follows:
Some of the auxiliary code are provided by Jo Schlemper, for example "utils".
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