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Relax-ADMM-Net: A Relaxed ADMM Network for Compressed Sensing MRI

Author:Yiling Liu  Jing Cheng  Yanjie Zhu  Haifeng Wang  Ziwen Ke  Qiegen Liu  Xin Liu  Hairong Zheng  Leslie Ying  Dong Liang  

Institution:Nanchang University  Shenzhen Institutes of Advanced Technology  University at Buffalo,the State University of New York  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 3  

Program Number:3615  

Room Live Q&A Session:

Simultaneous Brain Anatomical and Arterial Imaging by 3T MRI: Reconstruction Based on a Generative Adversarial Network

Author:Wei Yu  Lixin Wang  Xianchang Zhang  Zhentao Zuo  Rong Xue  Tianyi Qian  

Institution:MR Collaboration, Siemens Healthcare  Sinovation Ventures AI Institute  State Key Laboratory of Brain and Cognitive Science, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences  QuantMind  University of Chinese Acad  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 3  

Program Number:3625  

Room Live Q&A Session:

Single-shot T2 mapping improvement through Multi-train Multiple Overlapping-Echo Detachment planar imaging sequence

Author:Xiaoyin Wang  Qizhi Yang  Hongjian He  Congbo Cai  Yi-Cheng Hsu  Jianhui Zhong  

Institution:Zhejiang University  MR Collaboration, Siemens Healthcare Ltd.  Xiamen University  University of Rochester  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3589  

Room Live Q&A Session:

Super-resolution MRI using deep convolutional neural network for adaptive MR-guided radiotherapy: a pilot study

Author:Yihang Zhou  Hongyu Li  Jing Yuan  Leslie Ying  Kin Yin Cheung  Siu Ki Yu  

Institution:Hong Kong Sanatorium & Hospital  The State University of New York at Buffalo  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 2  

Program Number:3613  

Room Live Q&A Session:

Suppression of Artifact-Generating Echoes in Cine DENSE using Deep Learning

Author:Mohammad Abdishektaei  Xue Feng  Craig Meyer  Frederick Epstein  

Institution:University of Virginia  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 4  

Program Number:3633  

Room Live Q&A Session:

Uncertainty Quantification for Deep MRI

Author:Vineet Edupuganti  Morteza Mardani  Joseph Cheng  Shreyas Vasanawala  John Pauly  

Institution:Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3599  

Room Live Q&A Session:

Unsupervised Deep Learning Reconstruction Using the MR Imaging Model

Author:Peizhou Huang  Chaoyi Zhang  Hongyu Li  Sunil Gaire  Ruiying Liu  Xiaoliang Zhang  Xiaojuan Li  Liang Dong  Leslie Ying  

Institution:Cleveland Clinic  SIAT, CAS  State University of New York at Buffalo  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 3  

Program Number:3617  

Room Live Q&A Session:

Unsupervised Reconstruction of Continuous Dynamic Radial Acquisitions via CNN-NUFFT Self-Consistency

Author:Matthew Muckley*  Tullie Murrell*  Suvrat Booshan  Hersh Chandarana  Florian Knoll  Daniel Sodickson  

Institution:Facebook AI Research  NYU School of Medicine  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 2  

Program Number:3605  

Room Live Q&A Session:

Untrained Modified Deep Decoder for Joint Denoising and Parallel Imaging Reconstruction

Author:Sukrit Arora  Volkert Roeloffs  Michael Lustig  

Institution:University of California Berkeley  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3585  

Room Live Q&A Session: