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Accelerate Magnetic Resonance Spectroscopy with Deep Low Rank Hankel Matrix

Author:Yihui Huang  Jinkui Zhao  Zi Wang  Di Guo  Xiaobo Qu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Spectroscopy: Acq/Recon/Analysis  

Session Name:Spectroscopy: Acq/Recon/Analysis  

Program Number:1996  

Room Session:Concurrent 2  

Institution:Xiamen University  Xiamen University of Technology  

Accelerated Magnetic Resonance Spectroscopy with Model-inspired Deep Learning

Author:Zi Wang  Yihui Huang  Zhangren Tu  Di Guo  Vladislav Orekhov  Xiaobo Qu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning to Reconstruct Accelerated Scans  

Program Number:1969  

Room Session:Concurrent 1  

Institution:University of Gothenburg  Xiamen University  Xiamen University of Technology  

Fast T2 Mapping with Improved Accuracy Using Memory-Efficient Low-Rank Hankel Matrix Reconstruction

Author:Xinlin Zhang  Hengfa Lu  Zi Wang  Xi Peng  Feng Huang  Qin Xu  Di Guo  Xiaobo Qu  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Quantitative Relaxation Parameter Mapping in the Brain  

Session Name:Relaxometry in the Brain: Accuracy, Robustness & Analysis  

Program Number:3079  

Room Session:Concurrent 1  

Institution:Mayo Clinic  Neusoft Medical System  Xiamen University  Xiamen University of Technology  Zhejiang University