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ISTA-nets: enhancing the performance of the unrolled deep networks for fast MR imaging

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

Institution:Nanchang University  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  University at Buffalo, The State University of New York, 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:3606  

Room Live Q&A Session:

Learning reconstruction without ground-truth data: an unsupervised way for fast MR imaging

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

Institution:Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  University at Buffalo, The State University of New York, 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 4  

Program Number:3634  

Room Live Q&A Session:

VIOLIN: improVIng mOdel-based deep learning reconstruction by reLaxing varIable combiNations

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

Institution:Nanchang University  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  University at Buffalo, The State University of New York, Buffalo  

Session Type:Digital Poster  

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

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Acquisition, Reconstruction & Analysis 2  

Program Number:3501  

Room Live Q&A Session: