VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction

Arjun D. Desai, Beliz Gunel, Batu M. Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M. Pauly, Akshay S. Chaudhari. VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction. In Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman, Christian F. Baumgartner, Qi Dou 0001, Shadi Albarqouni, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland. Volume 172 of Proceedings of Machine Learning Research, pages 325-352, PMLR, 2022. [doi]

@inproceedings{DesaiGOBVHRPC22,
  title = {VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction},
  author = {Arjun D. Desai and Beliz Gunel and Batu M. Ozturkler and Harris Beg and Shreyas Vasanawala and Brian A. Hargreaves and Christopher Ré and John M. Pauly and Akshay S. Chaudhari},
  year = {2022},
  url = {https://proceedings.mlr.press/v172/desai22a.html},
  researchr = {https://researchr.org/publication/DesaiGOBVHRPC22},
  cites = {0},
  citedby = {0},
  pages = {325-352},
  booktitle = {International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland},
  editor = {Ender Konukoglu and Bjoern H. Menze and Archana Venkataraman and Christian F. Baumgartner and Qi Dou 0001 and Shadi Albarqouni},
  volume = {172},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}