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372

1.3k

mit

73

A large-scale dataset of both raw MRI measurements and clinical MRI images.

mri fastmri pytorch deep-learning fastmri-dataset medical-imaging fastmri-challenge mri-reconstruction convolutional-neural-networks

Created 2018-10-26

245 commits to main branch, last one 2 months ago

40

230

apache-2.0

7

Deep learning framework for MRI reconstruction

pytorch deep-learning medical-imaging inverse-problems fastmri-challenge mri-reconstruction

Created 2020-06-06

667 commits to main branch, last one 2 months ago

50

150

mit

3

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

mri fastmri tensorflow neural-network fastmri-dataset fastmri-challenge mri-reconstruction convolutional-neural-networks unrolled-reconstruction-algorithm

Created 2019-06-21

423 commits to master branch, last one 7 months ago

13

51

mit

4

Sigmanet: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction,

mri sense fastmri parallel-imaging fastmri-challenge mri-reconstruction

Created 2019-12-19

1 commits to master branch, last one 4 years ago