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Deep Learning Enhanced T1 Mapping and Reconstruction Framework with Spatial-temporal and Physical Constraint

Author:Yuze Li  Huijun Chen  Haikun Qi  Zhangxuan Hu  Zhensen Chen  Runyu Yang  Huiyu Qiao  Jie Sun  Tao Wang  Xihai Zhao  Hua Guo  

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:2175  

Room Session:Concurrent 1  

Institution:GE Healthcare  King’s College London  Peking University Third Hospital  Tsinghua University  University of Washington, Seattle  

High-Fidelity Diffusion Tensor Imaging of the Thoracic Spinal Cord Using Point-Spread-Function Encoded EPI (PSF-EPI)

Author:Sisi Li  Yishi Wang  Zhangxuan Hu  Zhe Zhang  Bing Wu  Hua Guo  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Diffusion Acquisition & Post-Processing  

Session Name:Diffusion Acquisition & Post-Processing  

Program Number:0104  

Room Session:Concurrent 6  

Institution:Beijing Tiantan Hospital, Capital Medical University  Center for Biomedical Imaging Research  GE Healthcare, MR Research China  Philips Healthcare  

Non-uniform Fast Fourier Transform via Deep Learning

Author:Yuze Li  Zhangxuan Hu  Haikun Qi  Guangqi Li  Dongyue Si  Haiyan Ding  Hua Guo  Huijun Chen  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:1962  

Room Session:Concurrent 1  

Institution:GE Healthcare  King’s College London  Tsinghua University  

Resting-state fMRI Predicts Task Activation Patterns Using a Graph Convolutional Network

Author:Zhangxuan Hu  Hua Guo  Lihong Wang  Bing Wu  Xue Zhang  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Functional Connectivity Across Species  

Session Name:Functional Connectivity Across Species  

Program Number:0572  

Room Session:Concurrent 3  

Institution:Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University  Department of Psychiatry and Behavioral Sciences, Stanford University  Department of Psychiatry, University of Connecticut School of Medicine  GE Healthcare, MR Research China  

Super-resolution and distortion-corrected diffusion-weighted imaging using 2D super-resolution generative adversarial network

Author:Pu-Yeh Wu  Weiqiang Dou  Hongyuan Ding  Jiulou Zhang  Yong Shen  Guangnan Quan  Zhangxuan Hu  Bing Wu  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Diffusion Acquisition & Post-Processing  

Session Name:Diffusion Acquisition  

Program Number:1329  

Room Session:Concurrent 6  

Institution:Artificial Intelligence Imaging Laboratory, School of Medical Imaging, Nanjing Medical University  GE Healthcare  Radiology Department, The First Affiliated Hospital of Nanjing Medical University