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Characterization of cardiac noise in brain quantitative relaxometry MRI data

Author:Quentin Raynaud  Jérôme Yerly  Ruud B. van Heeswijk  Antoine Lutti  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0498  

Room Session:N11 (Breakout B)  

Institution:Laboratory for Research in Neuroimaging, Lausanne University Hospital and University of Lausanne  Lausanne University Hospital and University of Lausanne  Center for Biomedical Imaging  

EigenMRI: Data-driven shallow-learning reconstruction of undersampled MRI data

Author:Ricardo Otazo  Ramin Jafari  Masoud Zarepisheh  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0501  

Room Session:N11 (Breakout B)  

Institution:Memorial Sloan Kettering Cancer Center  

Estimating Noise Propagation of Neural Network Based Image Reconstructio Using Automated Differentiation

Author:Xiaoke Wang  Danial Ludwig  Michael Rawson  Radu Balan  Thomas Ernst  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0500  

Room Session:N11 (Breakout B)  

Institution:University of Maryland-Baltimore  University of Maryland-College Park  

MR Image Reconstruction via Zero-Shot Learned Generative Adversarial Transformers

Author:Salman Ul Hassan Dar  Yilmaz Korkmaz  Tolga Cukur  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0502  

Room Session:N11 (Breakout B)  

Institution:Bilkent University  

NLINV-Net: Self-Supervised End-2-End Learning for Reconstructing Undersampled Radial Cardiac Real-Time Data

Author:Moritz Blumenthal  Guanxiong Luo  Martin Schilling  Markus Haltmeier  Martin Uecker  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0499  

Room Session:N11 (Breakout B)  

Institution:Graz University of Technology  University Medical Center Göttingen  University of Innsbruck  DZHK (German Centre for Cardiovascular Research)