fastmri-challenge

There are 7 repositories under fastmri-challenge topic.

facebookresearch/fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images.
Language:Python1.3k 73 114374
NKI-AI/direct
Deep learning framework for MRI reconstruction
Language:Python230 7 13741
zaccharieramzi/fastmri-reproducible-benchmark
Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.
Language:Jupyter Notebook151 3 8050
khammernik/sigmanet
Sigmanet: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction,
Language:Python51 4 413
veritas9872/fastMRI-kspace
Code for cracking the fastMRI challenge.
Language:Python17 1 15
lakshmi-sathi/mri_reconstruction
MRI Reconstruction. Methodology to score effectiveness of loss metrics. Incorporation of Edge Loss for boosting edges in reconstruction.
Language:Python1 1 00
zaccharieramzi/tf-fastmri-data
TensorFlow data pipelines for the fastMRI dataset
Language:Python1 3 82