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A Generative Adversarial Network with a Progressively Growing Training Strategy for MRI Dataset Augmentation

Author:Vahid Ghodrati  Haotian An  Zihao Xiong  Jiaxin Shao  Mark Bydder  Peng Hu  

Institution:Tsinghua University  Tsinghua University  University of California Los Angeles  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4718  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 175  

Correlation between susceptibility, R2* and PDFF in liver

Author:Ramin Jafari  Adrija Mamidipalli  Walter Henderson  Gavin Hamilton  Pascal Spencemille  Mark Bydder  

Institution:Cornell University  UCLA  UCSD  Weill Medical College of Cornell University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Liver Fat, Iron, Perfusion & Function  

Program Number:1754  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 151  

Deep CNN for Outlier Detection: A Complementary Tool to Low-Rank based Methods for Reducing Motion Artefacts

Author:Mark Bydder  Vahid Ghodrati  Fadil Ali  Peng Hu  

Institution:University of California Los Angeles  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Pitch: Imperfections, Artifacts, Corrections -- Oh My!  

Program Number:0934  

Presentation Time:15:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Deep CNN for Outlier Detection: A Complementary Tool to Low-Rank based Methods for Reducing Motion Artefacts

Author:Mark Bydder  Vahid Ghodrati  Fadil Ali  Peng Hu  

Institution:University of California Los Angeles  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Poster: Imperfections, Artifacts, Corrections, Oh My!  

Program Number:0934  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 44  

Free-breathing Multi-Phase MRI using Deep Learning-based Respiratory Motion Compensation

Author:Vahid Ghodrati  Jiaxin Shao  Mark Bydder  Kim-Lien Nguyen  Xiaodong Zhong  Yingli Yang  Peng Hu  

Institution:Siemens  University of California Los Angeles  Veterans Affairs Greater Los Angeles Healthcare System  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Myocardial Function & Deformation 2  

Program Number:2154  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 30