mikgroup/MEL_MRI

Source Code for the paper: "Memory-efficient Learning for High-dimensional MRI Reconstruction"

Memory-efficient Learning for High-dimensional MRI Reconstruction

Official repository for the paper Memory-efficient Learning for High-dimensional MRI Reconstruction

Installation

To use this code, install pytorch <= 1.50 (tested with python 3.8 on Ubuntu 20.04 LTS. Will update to latest Pytorch ASAP).

Training and Testing

training:

run Test_feature_loss_3dKnee_MELD_training_clean.ipynb 

testing:

run Test_feature_loss_3dKnee_MELD_testing_clean.ipynb