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Systematic evaluation of the robustness of open-source networks for MRI multicoil reconstruction

Author:Naoto Fujita  Suguru Yokosawa  Toru Shirai  Yasuhiko Terada  

Session Type:Combined Educational & Scientific Session  

Session Date:Tuesday, 06 June 2023  

Session Name:Sharing Is Caring: Reproducible Research in MRI  

Program Number:0405  

Room Session:714A/B  

Institution :FUJIFILM Healthcare Corporation  University of Tsukuba  

DC-Swin: Deep Cascade of Swin Transformer with Sensitivity Map for Parallel MRI Reconstruction

Author:Naoto Fujita  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2919  

Room Session:Exhibition Halls D/E  

Institution :University of Tsukuba  

Image distortion correction for diffusion MRI using U-Net and Transformer

Author:Tsuyoshi Ueyama  Erika Takahashi  Naoto Fujita  Yuichi Suzuki  Hideyuki Iwanaga  Osamu Abe  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing I  

Program Number:2947  

Room Session:Exhibition Halls D/E  

Institution :The University of Tokyo Hospital  University of Tsukuba  Stanford University