readme: ---
  language: en
  license: apache-2.0
  tags:
  - mri
  - reconstruction
  - artifact correction
  ---
  
  # VORTEX
  
  <div align="center">
      <img src="https://drive.google.com/uc?export=view&id=1q0jAm6Kg5ZhRg3h0w0ZbtIgcRF3_-Vgb" alt="Vortex Schematic" width="700px" />
  </div>
  
  > **VORTEX: Physics-Driven Data Augmentations for Consistency Training for Robust Accelerated MRI Reconstruction**\
  > Arjun Desai, Beliz Gunel, Batu Ozturkler, Harris Beg, Shreyas Vasanawala, Brian Hargreaves, Christopher Ré, John Pauly, Akshay Chaudhari\
  > https://arxiv.org/abs/2111.02549
  
  This repository contains the artifacts for the VORTEX paper. To use our code
  and artifacts in your research, please use the [Meddlr](https://github.com/ad12/meddlr) package.
  