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Constrained Dipole Inversion for Quantitative Susceptibility Mapping Using a "Kernel+Sparse" Model

Author:Xi Peng  Yudu Li  Fan Lam  Rong Guo  Bryan Clifford  Zhi-Pei Liang  

Author Institution:University of Illinois at Urbana-Champaign  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Magnetic Susceptibility Imaging  

Program Number:0195  

Presentation Time:15:21  

Room Number:S06  

Computer Number:

Constrained MRSI Reconstruction Using Water Side Information with a Kernel-Based Method

Author:Yudu Li  Fan Lam  Bryan Clifford  Rong Guo  Xi Peng  Zhi-Pei Liang  

Author Institution:University of Illinois at Urbana-Champaign  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:MRS/MRSI Reconstruction & Quantification  

Program Number:0166  

Presentation Time:15:33  

Room Number:S02  

Computer Number:

Deep-SENSE: Learning Coil Sensitivity Functions for SENSE Reconstruction Using Deep Learning

Author:Xi Peng  Kevin Perkins  Bryan Clifford  Brad Sutton  Zhi-Pei Liang  

Author Institution:University of Illinois at Urbana-Champaign  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Image Reconstruction Potpourri  

Program Number:3528  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 96  

Further Accelerating SPICE for Ultrafast MRSI Using Learned Spectral Features

Author:Fan Lam  Yudu Li  Rong Guo  Bryan Clifford  Xi Peng  Zhi-Pei Liang  

Author Institution:University of Illinois at Urbana-Champaign  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:MRS/MRSI Acquisition  

Program Number:1058  

Presentation Time:08:12  

Room Number:S05  

Computer Number:

Low-Rank Methods

Author:Bradley Sutton  Xi Peng  Fan Lam  Zhi-Pei Liang  

Author Institution:University of Illinois at Urbana-Champaign  

Session Type:Weekend Course  

Session Date:Sunday, 17 June 2018  

Session Time:13:15  

Session:Image Acquisition & Reconstruction: Part 3  

Program Number:

Presentation Time:13:55  

Room Number:N02  

Computer Number:

Multi-contrast Brain MRI Image Super-resolution with Gradient-guided Edge Enhancement

Author:Hong Zheng  Kun Zeng  Di Guo  Jiaxi Ying  Yu Yang  Xi Peng  Zhong Chen  Xiaobo Qu  

Author Institution:Institutes of Advanced Technology, Chinese Academy of Sciences  Xiamen University  Xiamen University of Technology  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Emerging Methods  

Program Number:3169  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 95  

Optimal Regularization Parameter Selection for Constrained Reconstruction Using Deep Learning

Author:Xi Peng  Fan Lam  Yudu Li  Bryan Clifford  Brad Sutton  Zhi-Pei Liang  

Author Institution:University of Illinois at Urbana-Champaign  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Machine Learning for Image Reconstruction  

Program Number:3382  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 69  

Removal of Water Sidebands from 1H-MRSI Data Acquired without Water Suppression

Author:Yudu Li  Fan Lam  Rong Guo  Bryan Clifford  Xi Peng  Zhi-Pei Liang  

Author Institution:Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign  University of Illinois at Urbana-Champaign  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:09:15  

Session:Spectroscopy: NMR & Other  

Program Number:4016  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 106