Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge

Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan 0001, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll. Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. In Nandinee Fariah Haq, Patricia Johnson, Andreas Maier 0001, Tobias Würfl, Jaejun Yoo, editors, Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Volume 12964 of Lecture Notes in Computer Science, pages 25-34, Springer, 2021. [doi]

@inproceedings{JohnsonJHSQDRLP21,
  title = {Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge},
  author = {Patricia M. Johnson and Geunu Jeong and Kerstin Hammernik and Jo Schlemper and Chen Qin and Jinming Duan 0001 and Daniel Rueckert and Jingu Lee and Nicola Pezzotti and Elwin de Weerdt and Sahar Yousefi and Mohamed S. Elmahdy and Jeroen Hendrikus Franciscus Van Gemert and Christophe Schülke and Mariya Doneva and Tim Nielsen and Sergey Kastryulin and Boudewijn P. F. Lelieveldt and Matthias J. P. van Osch and Marius Staring and Eric Z. Chen and Puyang Wang and Xiao Chen and Terrence Chen and Vishal M. Patel and Shanhui Sun and Hyungseob Shin and Yohan Jun and Taejoon Eo and Sewon Kim and Taeseong Kim and Dosik Hwang and Patrick Putzky and Dimitrios Karkalousos and Jonas Teuwen and Nikita Miriakov and Bart Bakker and Matthan W. A. Caan and Max Welling and Matthew J. Muckley and Florian Knoll},
  year = {2021},
  doi = {10.1007/978-3-030-88552-6_3},
  url = {https://doi.org/10.1007/978-3-030-88552-6_3},
  researchr = {https://researchr.org/publication/JohnsonJHSQDRLP21},
  cites = {0},
  citedby = {0},
  pages = {25-34},
  booktitle = {Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings},
  editor = {Nandinee Fariah Haq and Patricia Johnson and Andreas Maier 0001 and Tobias Würfl and Jaejun Yoo},
  volume = {12964},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-88552-6},
}