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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  

Convolutional-neural-network-based denoising with estimated noise-based normalization to effectively reduce noise for various noise levels

Author:Atsuro Suzuki  Tomoki Amemiya  Yukio Kaneko  Suguru Yokosawa  Toru Shirai  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution II  

Program Number:4193  

Room Session:Exhibition Halls D/E  

Institution :FUJIFILM Corporation  

Parallel imaging reconstruction using iterative CNN-based denoising in image domain

Author:Tomoki Amemiya  Atsuro Suzuki  Yukio Kaneko  Suguru Yokosawa  Toru Shirai  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Image Reconstruction Methods II  

Program Number:4771  

Room Session:Exhibition Halls D/E  

Institution :FUJIFILM Corporation