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380

1.4k

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 5 months ago

fastmri-reproducible-benchmark zaccharieramzi

51

155

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 10 months ago

fastMRI_prostate cai2r

5

56

mit

1

A large scale dataset and reconstruction script of both raw prostate MRI measurements and images

fastmri fastmri-dataset medical-imaging mri-reconstruction medical-image-analysis

Created 2023-04-14

79 commits to main branch, last one 4 months ago

sigmanet khammernik

13

54

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 5 years ago

PromptMR hellopipu

5

41

mit

2

Prompting for Dynamic and Multi-Contrast MRI Reconstruction

fastmri cmrxrecon mri-reconstruction

Created 2023-09-26

45 commits to main branch, last one 9 months ago

mridc wdika

11

38

apache-2.0

1

Data Consistency Toolbox for Magnetic Resonance Imaging

mri unet cirim fastmri pytorch deep-learning medical-imaging data-consistency machine-learning quantitative-mri compressed-sensing mri-reconstruction variational-network quantitative-imaging medical-image-analysis medical-image-processing quantitative-image-analysis recurrent-inference-machines convolutional-neural-networks

This repository has been archived (exclude archived)

Created 2021-11-29

85 commits to main branch, last one 7 months ago

HFS-SDE Aboriginer

6

26

unknown

2

[TMI 2024] "High-Frequency Space Diffusion Model for Accelerated MRI"

fastmri diffusion-model

Created 2023-12-02

22 commits to master branch, last one 2 months ago