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Accelerated 3D Non-Cartesian Reconstruction with Deep Learning

Author:Mario Malavé  Srivathsan Koundinyan  Christopher Sandino  Frank Ong  Joseph Cheng  Dwight Nishimura  

Institution:Stanford University  University of California  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4662  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 119  

Assessing the performance of knee meniscus segmentation with deep convolutional neural networks in 3D ultrashort echo time (UTE) Cones MR imaging

Author:Michal Byra  Mei Wu  Xiaodong Zhang  Hyungseok Jang  Yajun Ma  Eric Chang  Sameer Shah  Jiang Du  

Institution:University of California  VA San Diego Healthcare System  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 2, Meniscus, Tendon & Ligament  

Program Number:1404  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 146  

Assessment of intracranial atherosclerotic plaques using 3D non-contrast black blood MRI: comparison with DSA

Author:Xia Tian  Chengcheng Zhu  Bing Tian  Zhang Shi  Luguang Chen  Qi Liu  Jianping Lu  

Institution:Changhai Hospital  University of California  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Cerebral Vessel Imaging  

Program Number:3241  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 77  

Association between Metabolism Measured by PET/CT and Vascular Parameters Measured by Dynamic Contrast Enhanced MRI in Spinal Lesions

Author:Jiahui Zhang  Enlong Zhang  Yanyan Zhang  Yongye Chen  Ning Lang  Hon Yu  Huishu Yuan  Min-Ying Su  

Institution:Peking University Third Hospital  University of California  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Metabolism, pH & Oxygenation  

Program Number:2313  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Automatic Search in Breast MRI Dataset For Detection of Suspicious Lesions Using Mask R-CNN

Author:Yang Zhang  Kai-Ting Chang  Siwa Chan  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pitch: Breast Power Pitch  

Program Number:0594  

Presentation Time:15:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Automatic Search in Breast MRI Dataset For Detection of Suspicious Lesions Using Mask R-CNN

Author:Yang Zhang  Kai-Ting Chang  Siwa Chan  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0594  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 35  

Cardiac Fiber Mobility During Contraction Using High Resolution Diffusion Tensor MRI

Author:Kevin Moulin  Ilya Verzhbinsky  Tyler Cork  Nyasha Maforo  Luigi Perotti  Daniel Ennis  

Institution:Stanford University  University of California  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Microstructure Modeling: 2  

Program Number:3615  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 109  

Change of Radiotherapy Planning Target Volume Delineated on Pre-Treatment and mid-RT Follow-up MRI After 3-4 Weeks of Treatment

Characterization of neurobiochemical profiles in the neonates using GABA-edited Multi-voxel MR  spectroscopy

Author:Yan Li  Trevor Flynn  Dawn Gano  Hannah Glass  Donna Ferriero  Anthony James Barkovich  Duan Xu  

Institution:University of California  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pediatric Neuroradiology: Little Brains  

Program Number:3028  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 36  

Clinical reliability of 3D whole-brain vessel wall imaging in patients with intracranial atherosclerotic disease: a comparison with conventional targeted imaging

Comparison of Radiomics and Deep Learning for Differentiation of Spinal Metastases Coming from Lung Cancer and Other Primary Cancers

Author:Yang Zhang  Ning Lang  Enlong Zhang  Jiahui Zhang  Daniel Chow  Peter Chang  Hon Yu  Huishu Yuan  Min-Ying Su  

Institution:Peking University Third Hospital  University of California  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning & Post-Processing in MSK  

Program Number:1144  

Presentation Time:15:33   

Room Number:Room 511BCEF  

Computer Number:

Denoising and Multi-Compartment Visualization of Multi-b-Valued Breast Diffusion MRI

Author:Ek Tan  Lisa Wilmes  Nola Hylton  Thomas Chenevert  David Newitt  

Institution:GE Global Research  University of California  University of Michigan  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Emerging Technologies in Body Imaging  

Program Number:1656  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 48  

Design of large-size, high-frequency, loop-type surface coil using dipole antennas for ultrahigh filed MR imaging: a feasibility study at 400MHz and 600MHz

Author:Shasha Yue  Xiaoliang Zhang  

Institution:Institute of Biophysics, Chinese Academy of Sciences  University of California  UCSF/UC Berkeley Joint Graduate Group in Bioengineering  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Engineering Safety, Applications & Computation  

Program Number:1448  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Development of U-Net Breast Density Segmentation Method for Fat-Sat T1-Weighted Images Using Transfer Learning from Model for Non-Fat-Sat Images

Differential Diagnosis of Benign and Malignant Breast Lesions Based on DCE-MRI by Using Radiomics and Deep Learning with Five Different Networks

Author:Jiejie Zhou  Yang Zhang  Kai-Ting Chang  Peter Chang  Daniel Chow  Ouchen Wang  Meihao Wang  Min-Ying Su  

Institution:The First Affiliate Hospital of Wenzhou Medical University  University of California  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pitch: Breast Power Pitch  

Program Number:0596  

Presentation Time:15:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Differential Diagnosis of Benign and Malignant Breast Lesions Based on DCE-MRI by Using Radiomics and Deep Learning with Five Different Networks

Author:Jiejie Zhou  Yang Zhang  Kai-Ting Chang  Peter Chang  Daniel Chow  Ouchen Wang  Meihao Wang  Min-Ying Su  

Institution:The First Affiliate Hospital of Wenzhou Medical University  University of California  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0596  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 37  

Distinguishing metabolic signals of liver tumors from surrounding liver cells using hyperpolarized 13C MRI and Gadoxetate

Author:Shubhangi Agarwal  Jeremy Gordon  Natalie Korn  Robert Bok  Cornelius Morze  Daniel Vigneron  John Kurhanewicz  Michael Ohliger  

Institution:University of California  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Hyperpolarized C13 Imaging: Novel Applications  

Program Number:4305  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 105  

First Hyperpolarized [2-13C]Pyruvate MR Studies of Human Brain Metabolism

Independent Validation of U-Net Based Breast and Fibroglandular Tissue Segmentation Method on MRI Datasets Acquired Using Different Scanners

Author:Yang Zhang  Jeon-Hor Chen  Kai-Ting Chang  Vivian Park  Min Kim  Siwa Chan  Peter Chang  Daniel Chow  Alex Luk  Tiffany Kwong  Min-Ying Su  

Institution:Severance Hospital, Yonsei University College of Medicine  Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Breast  

Program Number:0284  

Presentation Time:17:24   

Room Number:Room 513D-F  

Computer Number:

Intracranial Vessel Wall Imaging: Artifactual Effects of Localized Movement and In-line Mitigation with Self-gating

Author:Zhehao Hu  Fei Han  Qi Yang  Shlee Song  Marcel Maya  Anthony Christodoulou  Xiaoming Bi  Debiao Li  Zhaoyang Fan  

Institution:Cedars-Sinai Medical Center  Siemens Healthcare  Siemens Healthcare  University of California  Xuanwu Hospital  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Cerebral Vessel Imaging  

Program Number:3243  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 79  

Intra-Exam Repeatability of CINE DENSE Strain in Duchenne Muscular Dystrophy

Author:Patrick Magrath  Nyasha Maforo  Mike Loecher  Holden Wu  Pierangelo Renella  Nancy Halnon  Daniel Ennis  

Institution:Stanford University  University of California  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Myocardial Function & Deformation 2  

Program Number:2164  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 40  

Investigation of cerebral metabolite changes in the dorsolateral and ventrolateral prefrontal cortex of adult macaques with neonatal hippocampal lesions

Author:Chun-Xia Li  Christa Payne  Xiaoping Hu  Jocelyne Bachevalier  Xiaodong Zhang  

Institution:Emory University  University of California  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Experimental Models of CNS Disease: Functional/Spectroscopy  

Program Number:3208  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 44  

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

Prediction of Neoadjuvant Chemoradiation Therapy Response in Rectal Cancer Using Radiomics Compared to Deep Learning Based on Pre-Treatment and mid-RT MRI

Author:Yang Zhang  Liming Shi  Ke Nie  Xiaonan Sun  Tianye Niu  Ning Yue  Tiffany Kwong  Peter Chang  Daniel Chow  Jeon-Hor Chen  Min-Ying Su  

Institution:Rutgers-The State University of New Jersey  Sir Run Run Shaw Hospital, Zhejiang University School of Medicine  University of California  E-Da Hospital and I-Shou University  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Female Pelvis  

Program Number:0101  

Presentation Time:09:15   

Room Number:Room 518A-C  

Computer Number:

Ultra high-field, high-resolution semi-LASER MRSI of the brain

Author:Yan Li  Artan Kaso  Ralph Noeske  Angela Jakary  Rolf Schulte  Christopher Hess  Janine Lupo  Peder Larson  

Institution:Ge Healthcare  GE Healthcare  University of California  University of Maryland  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:09:15  

Session Name:MRSI Acquisition & Reconstruction  

Program Number:2494  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Voxel-Specific Modeling of Physiological Fluctuations in BOLD fMRI Signal

Author:Rong-Wen Tain  Shauna Stark  Samantha Rutledge  David Keator  Craig Stark  

Institution:University of California  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:fMRI Contrast Mechanisms & Signal Characteristics  

Program Number:3768  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 89