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A deep neural network based model for treatment response prediction using longitudinal diffusion MRI

Author:Yu Gao  Vahid Ghodrati  Anusha Kalbasi  Jie Fu  Dan Ruan  Minsong Cao  Chenyang Wang  Fritz Eilber  Nicholas Bernthal  Susan Bukata  Sarah Dry  Scott Nelson  Mitchell Kamrava  John Lewis  Daniel Low  Michael Steinberg  Peng Hu  Yingli Yang  

Institution:Cedars-Sinai Medical Center  University of California, Los Angeles  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Therapy Response Assessment  

Program Number:2326  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 28  

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  

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  

Off-resonance error suppression in MOLLI T1 mapping using a specific CE-FAST