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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 T1 mapping and weighting MRI in preclinical and clinical settings using subspace-constrained joint-domains reconstructions

Author:Lingceng Ma  Qingjia Bao  Ricardo P. Martinho  Zhong Chen  Lucio Frydman  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Quantitative Relaxation Parameter Mapping in the Brain  

Session Name:Quantitative Relaxation Parameter Mapping in the Brain  

Program Number:0557  

Room Session:Concurrent 1  

Institution:Weizmann Institute of Science  Xiamen University  

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  

Free-breathing Abdomen T2 mapping via Single-shot Multiple Overlapping-echo Acquisition and Deep Neural Network Reconstruction

Author:Xi Lin  Qinqin Yang  Jianfeng Bao  Shuhui Cai  Zhong Chen  Congbo Cai  Jingliang Cheng  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Machine Learning for Quantitative Imaging  

Program Number:2170  

Room Session:Concurrent 1  

Institution:The First Affiliated Hospital of Zhengzhou University, Zhengzhou University  Xiamen University  

High Efficient Reconstruction Method for IVIM Imaging Based on Deep Neural Network and Synthetic Training Data and its Application in IVIM-DKI

Author:Lu Wang  Zhen Xing  Jian Wu  Qinqin Yang  Congbo Cai  Shuhui Cai  Zhong Chen  Dairong Cao  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Optimized Signal Representation for Acquisition & Reconstruction  

Session Name:Signal Representations in Acquisition & Reconstruction  

Program Number:2617  

Room Session:Concurrent 1  

Institution:Xiamen University  First Affiliated Hospital of Fujian Medical University  

Single-shot simultaneous diffusion and T2 mapping based on overlapping-echo detachment planar imaging

Author:Lingceng Ma  Xinran Chen  Jian Wu  Lijun Bao  Shuhui Cai  Congbo Cai  Zhong Chen  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Novel & Multicontrast Approaches  

Session Name:Novel & Multicontrast Approaches  

Program Number:0089  

Room Session:Concurrent 4  

Institution:Xiamen University  

Single-shot Simultaneous Double-slice T2 Mapping based on Overlapping Echo Detachment Planar Imaging

Author:Simin Li  Jian Wu  Shuhui Cai  Congbo Cai  

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:3077  

Room Session:Concurrent 1  

Institution:Xiamen University  

Single-shot T2 mapping in severe head motion with multiple overlapping-echo detachment planar imaging

Author:Qinqin Yang  Jiechao Wang  Qizhi Yang  Shuhui Cai  Hongjian He  Congbo Cai  Zhong Chen  Jianhui Zhong  

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:3076  

Room Session:Concurrent 1  

Institution:University of Rochester  Xiamen University  Zhejiang University