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Cylinder 3D radial acquisition for reduced imaging artifacts and better resolution at 1.5 T

Author:Yajing Zhang  Jiazheng Wang  Chenguang Zhao  

Institution:Philips Healthcare  Philips Healthcare  Philips Healthcare Greater China  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Emerging Technologies in Body Imaging  

Program Number:1640  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 32  

DANTE-SPACE-based imaging of the brachial plexus

Data Consistency Driven Correction of B0-Fluctuations in 2D and 3D Gradient-Echo MRI of the Spine

Author:Jakob Meineke  Tim Nielsen  

Institution:Philips Research  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Non-Brain  

Program Number:4476  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 104  

Data Consistency Networks for (Calibration-less) Accelerated Parallel MR Image Reconstruction

Author:Jo Schlemper  Jinming Duan  Cheng Ouyang  Chen Qin  Jose Caballero  Joseph Hajnal  Daniel Rueckert  

Institution:Imperial College London  King's College London  King's College London  

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:4663  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 120  

Data-driven regularized inversion (DRI) for improved QSM+qBOLD based CMRO2 Mapping: a feasibility study in healthy subjects and ischemic stroke patients

Author:Junghun Cho  Shun Zhang  Youngwook Kee  Pascal Spincemaille  Thanh Nguyen  Simon Hubertus  Ajay Gupta  Yi Wang  

Institution:Cornell University  Heidelberg University  Tongji Hospital  Weill Cornell Medical College  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Stroke  

Program Number:2724  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 76  

Data-Driven Spectral Feature Extraction in 9.4T CEST MRI data of the human brain

Author:Mark Schuppert  Anagha Deshmane  Kai Herz  Klaus Scheffler  Moritz Zaiss  

Institution:Max Planck Institute for Biological Cybernetics  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:CEST, MT & Beyond  

Program Number:3994  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 140  

DCE-Abdominal MR Image Registration using Convolutional Neural Networks

Author:Zachary Miller  Kevin Johnson  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Non-Brain  

Program Number:4475  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 103  

DCE-MRI and T2* measurement of the endometrium in the menstrual and secretory phases: preliminary data in women with normal menstrual bleeding

Author:Lucy Kershaw  Jane Reavey  Scott Semple  Hilary Critchley  Jackie Maybin  

Institution:The University of Edinburgh  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Pelvis: Rounding Out the Bottom  

Program Number:4046  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 17  

DCE-MRI texture analysis in differentiating adenocarcinoma and squamous cell cancer of cervix

DCTV-Net: Model based Convolutional Neural Network for dynamic MRI

De-Aliasing for Under-sampling in Phase Scrambling Fourier Transform Imaging using Alias-free Reconstruction and Deep Convolutional Neural Network

Author:Satoshi ITO  Tsukasa SAITO  

Institution:Utsunomiya University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Image Reconstruction I  

Program Number:4754  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 36  

Decoupling circuit design for multi-nuclear RF coil

Author:Seunghoon Ha  Adam Morris  Jay Berres  Jonathan Nass  

Institution:Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Engineering Safety, Applications & Computation  

Program Number:1453  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 20  

Decoupling effects of fiber dispersion and microscopic anisotropy fundamentally change interpretations of DTI in multiple sclerosis

Decreased Brain Temperature in Former NFL Athletes

Decreased FDG-PET Uptake and Inter-Hemispheric Functional and Structural Connectivity in Patients with Multi-domain Amnestic Mild Cognitive Impairment

Author:Xiao Luo  Kaicheng Li  Qingze Zeng  Peiyu Huang  Yong Zhang  Minming Zhang  

Institution:GE Healthcare Shanghai  The 2nd Affiliated Hospital of Zhejiang University School of Medicine  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Alzheimer's & Related Dementia  

Program Number:3167  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

Decreased Relative Cerebral Blood Flow In Unmedicated Heroin Use Disorders

Author:Wenhan Yang  Ru Yang  Jing Luo  Lei He  Jun Liu  Jun Zhang  

Institution:Hunan Judicial Police Academy  Second Xiangya Hospital of Central South University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Value of MRI  

Program Number:3676  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 170  

Deep convolutional neural networks for brain lesion segmentation in multiple sclerosis using clinical MRI scans

Author:Sunny Nagam  Glen Pridham  Yunyan Zhang  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4739  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Deep learning aided compressed sensing for accelerated cardiac cine MRI

Author:Tobias Wech  Thorsten Bley  Herbert Köstler  

Institution:University Hospital Würzburg  

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:4650  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 107  

Deep Learning Assisted Fully Automatic Post-Processing for Quantitative Lung MRI

Author:Andreas Weng  Christian Kestler  Andreas Kunz  Simon Veldhoen  Thorsten Bley  Herbert Köstler  Tobias Wech  

Institution:University Hospital Würzburg  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1720  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 115  

Deep Learning Augmented Cerebral Blood Flow Measurement Using Arterial Spin Labeling Technique in Moyamoya Disease Before and After Direct Bypass Surgery

Author:David Chen  Yosuke Ishii  Jia Guo  Audrey Fan  Greg Zaharchuk  

Institution:Stanford University  University of California Riverside  Shuan-Ho Hospital, Taipei Medical University  Tokyo Medical and Dental University  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Neurovascular 1  

Program Number:2651  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

Deep Learning Based Adaptive Noise Reduction in Multi-Contrast MR Images

Author:Kensuke Shinoda  Kenzo Isogawa  Masahito Nambu  Yuichi Yamashita  Mika Kitajima  Hiroyuki Uetani  Yasuyuki Yamashita  

Institution:Canon Medical Systems Corporation  Kumamoto University  Toshiba Corporation  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4701  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 158  

Deep Learning based displacement transform estimation for EPI distortion correction

Author:Dattesh Shanbhag  Chitresh Bhushan  

Institution:GE Global Research  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Artefact Correction  

Program Number:3406  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 68  

Deep Learning based motion artifact correction improves the quality of cortical reconstructions

Author:Ben Duffy  Lu Zhao  Arthur Toga  Hosung Kim  

Institution:University of Southern California  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Brain  

Program Number:4426  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 53  

Deep learning based motion estimation from highly under-sampled EPI volumetric navigators

Author:Mykhailo Hasiuk  Kamlesh Pawar  Shenjun Zhong  Richard McIntyre  Zhaolin Chen  Gary Egan  

Institution:Monash University  Vasyl Stefanyk Precarpathian National University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Brain  

Program Number:4448  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 75  

Deep Learning based Velocity Aliasing Correction for 4D Flow MRI

Author:Haben Berhane  Hassan Haji-Valizadeh  Joshua Robinson  Michael Markl  Cynthia Rigsby  

Institution:Lurie Childrens Hospital of Chicago  Northwestern University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Enhancement, Quality Assessment & Synthetic Image Generation  

Program Number:4860  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 142  

Deep learning brain conductivity mapping using a patch-based 3D U-net

Author:Nils Hampe  Ulrich Katscher  Cornelius van den Berg  Khin Tha  Stefano Mandija  

Institution:Hokkaido University Hospital  Philips Research Laboratories  University Medical Center Utrecht  University of Lubeck  Utrecht University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Electromagnetic Tissue Mapping  

Program Number:5045  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 152  

Deep Learning for Characterizing Image Sequence Significance in Brain Tissue Segmentation

Author:IVAN CORONADO  REFAAT GABR  SUSHMITTA DATTA  SHEEBA SUJIT  FRED LUBLIN  JERRY WOLINSKY  PONNADA NARAYANA  

Institution:Icahn School of Medicine at Mount Sinai  University of Texas Health Science Center  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Artificial Intelligence Is Taking Over Your Brain 1  

Program Number:2846  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Deep learning for DSI parameter map generation without image pre-processing

Author:Eric Gibbons  Kyler Hodgson  Ganesh Adluru  Edward DiBella  

Institution:University of Utah  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3359  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Deep learning for prognosis in Degenerative cervical myelopathy

Author:Lucas Rouhier  Matthieu Parizet  Muhammad Akbar  Michael Weber  Michael Fehlings  Julien Cohen-Adad  

Institution:McGill University  Polytechnique Montreal  University of Toronto  Université de Montréal  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Artificial Intelligence Is Taking Over Your Brain 2  

Program Number:3086  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 95  

Deep Learning for Radial SMS Myocardial Perfusion Reconstruction

Author:Johnathan Le  Ye Tian  Jason Mendes  Brent Wilson  Edward DiBella  Ganesh Adluru  

Institution:University of Utah  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2147  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 23  

Deep Learning Infrastructure for Fast Magnetic Resonance Imaging Annotation of Hepatocellular Carcinoma

Author:Brett Marinelli  Trevor Ellison  Kaustubh Kulkarni  Dudley Charles  Bachir Taouli  Anthony Costa  Edward Kim  

Institution:Mount Sinai  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:What Are We, Chopped Liver?  

Program Number:1790  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 13  

Deep Learning Model for Liver MRI Segmentation

Author:Amber Mittendorf  Lawrence Ngo  Erol Bozdogan  Mohammad Chaudhry  Steven Chen  Gemini Janas  Jacob Johnson  Zhe Zhu  Maciej Mazurowski  Mustafa Bashir  

Institution:Duke University Medical Center  University of Wisconsin  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1725  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 120  

Deep learning motion compensation for Cartesian and spiral trajectories

Author:Quan Dou  Xue Feng  Zhixing Wang  Daniel Weller  Craig Meyer  

Institution:University of Virginia  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Brain  

Program Number:4447  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 74  

Deep Learning off-resonance correction for faster free-breathing contrast-enhanced conical ultrashort echo time (UTE) MRI of the pelvis

Author:Signy Holmes  David Zeng  Joseph Cheng  Marcus Alley  Michael Carl  Dwight Nishimura  Preeti Sukerkar  Vipul Sheth  Ryan Brunsing  Shreyas Vasanawala  

Institution:Ge Healthcare  GE Healthcare  Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1719  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 114  

Deep learning segmentation (AxonDeepSeg) to generate axonal-property map from ex vivo human optic chiasm using light microscopy

Author:Thibault Tabarin  Maria Morozova  Carsten Jaeger  Henriette Rush  Markus Morawski  Stefan Geyer  Siawoosh Mohammadi  

Institution:Max Planck Institute for Human Cognitive and Brain Sciences  Medical Center Hamburg-Eppendorf  University Leipzig  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4722  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Deep Learning Super-FOV for Accelerated bSSFP Banding Reduction

Author:Nicholas McKibben  Michael Mendoza  Edward DiBella  Neal Bangerter  

Institution:Brigham Young University  Imperial College London  University of Utah  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4791  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 73  

Deep Learning with a Novel Surface Feature for Fully Automatic Quantification of Lesion Hyperintensities in Multiple Sclerosis

Author:Peter Adany  In-Young Choi  Scott Belliston  Jong Chul Ye  Sharon Lynch  Phil Lee  

Institution:Korea Advanced Institute of Science & Technology  University of Kansas Medical Center  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4892  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 174  

Deep Learning with Synthetic Diffusion-Weighted Images for Acute Ischemic Stroke Detection

Deep Learning-Based Automatic Estimation of Volume and Fat Fraction in Abductor Muscles and their Associations with T1? and T2 in Hip Osteoarthritis Patients

Author:Radhika Tibrewala  Valentina Pedoia  Carla Kinnunen  Tijana Popovic  Richard Souza  Sharmila Majumdar  

Institution:University of California San Francisco  University of California San Francisco  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Muscle 1  

Program Number:1267  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Deep Learning-based Detection of DSC-Defined Penumbral Tissue on pCASL in Acute Ischemic Stroke

Author:Kai Wang  Qinyang Shou  Samantha Ma  David Liebeskind  Xin Qiao  Fabien Scalzo  Jeffrey Saver  Noriko Salamon  Danny Wang  

Institution:UCLA  University of Southern California  Shanghai Jiaotong University  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Artificial Intelligence Is Taking Over Your Brain 1  

Program Number:2831  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 10  

Deep MRI Reconstruction without Ground Truth for Training

Author:Peizhou Huang  Chaoyi Zhang  Hongyu Li  Sunil Kumar Gaire  Ruiying Liu  Xiaoliang Zhang  Xiaojuan Li  Leslie Ying  

Institution:Cleveland Clinic  State University of New York at Buffalo  

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:4668  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 125  

Deep Neural Network based Feature Selection in rs-fMRI Brain Functional Connectivity

Author:Gengyan Zhao  Gyujoon Hwang  Cole Cook  Fang Liu  Mary Meyerand  Rasmus Birn  

Institution:University of Wisconsin - Madison  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Artificial Intelligence Is Taking Over Your Brain 1  

Program Number:2822  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 1  

Deep Neural Network for Single-Point Dixon Imaging with Flexible Echo Time

Author:Jong Bum Son  Marion Scoggins  Basak Dogan  Ken-Pin Hwang  Jingfei Ma  

Institution:The University of Texas MD Anderson Cancer Center  The University of Texas Southwestern Medical Center  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:Fat, QSM & CEST  

Program Number:4014  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 160  

Deep neural network processing of original DCE-MRI data for survival prediction

Author:Junyu Guo  Wilburn Reddick  

Institution:St Jude Children's Research Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4877  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 159  

Deep Neural Networks for Motion Estimation in k-space: Applications and Design