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Database-Free Zero-Shot Deep Learning Reconstruction for Highly-Accelerated Free-Breathing Perfusion CMR

Author:Omer Demirel  Chi Zhang  Burhaneddin Yaman  Toygan Kilic  Steen Moeller  Chetan Shenoy  Sebastian Weingärtner  Tim Leiner  Mehmet Akçakaya  

Session Type:Oral  

Session Date:Tuesday, 06 June 2023  

Session Name:ML/AI for Acquisition & Reconstruction  

Program Number:0388  

Room Session:713A/B  

Institution :Delft University of Technology  Mayo Clinical  University of Minnesota  

Highly Accelerated Cartesian Real-Time Cine CMR Using Subject-Specific Zero-Shot Deep Learning Reconstruction

Author:Omer Demirel  Chi Zhang  Burhaneddin Yaman  Merve Gulle  Tim Leiner  Peter Kellman  Mehmet Akçakaya  

Session Type:Oral  

Session Date:Tuesday, 06 June 2023  

Session Name:Nothing Stands Still: Motion in Cardiac MRI  

Program Number:0550  

Room Session:717A/B  

Institution :Mayo Clinical  National Heart-Lung and Blood Institute  University of Minnesota  

Unlocking 20-fold acceleration towards 0.5-second whole-brain HCP-style fMRI

Author:Omer Demirel  Luca Vizioli  Burhaneddin Yaman  Steen Moeller  Logan Dowdle  Essa Yacoub  Kamil Ugurbil  Mehmet Akçakaya  

Session Type:Oral  

Session Date:Thursday, 08 June 2023  

Session Name:Novel Methods in fMRI  

Program Number:1276  

Room Session:715A/B  

Institution :University of Minnesota  

2.5D Networks for Physics-Guided Deep Learning Reconstruction of 3D Non-Cartesian MRI from Limited Training Data

Author:Chi Zhang  Davide Piccini  Omer Burak Demirel  Gabriele Bonanno  Steen Moeller  Burhaneddin Yaman  Matthias Stuber  Mehmet Akçakaya  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2920  

Room Session:Exhibition Halls D/E  

Institution :Lausanne University Hospital and University of Lausanne  Siemens Healthineers International  University of Minnesota  Center for Biomedical Imaging