Code for reproducing the results in the paper,
Optimizing sampling patterns for compressed sensing MRI with diffusion generative models,
Sriram Ravula, Brett Levac, Yamin Arefeen, Ajil Jalal, Alexandros G Dimakis, Jonathan I Tamir,
Arxiv preprint: https://arxiv.org/abs/2306.03284
This project contains an EDM submodule. To properly initialize it, run the following command after you clone this project: git submodule update --init --recursive.
Check the scripts folder for examples of how to train sampling patterns. Make sure to set the correct paths and variables for your runs, either in the hydra config files in the configs folder, or on the command line by overriding the variable values.