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Generalization and Analysis of a Deep Convolutional Neural Networks (DCNN)-Based Cerebral Microbleed Detection Algorithm

Author:Yicheng Chen  Melanie Morrison  Sivakami Avadiappan  Angela Jakary  Helen Kim  Janine Lupo  

Institution:The UC Berkeley - UCSF Graduate Program in Bioengineering  University of California, San Francisco  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Machine Learning Unleashed 2  

Program Number:0671  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Generalization and Analysis of a Deep Convolutional Neural Networks (DCNN)-Based Cerebral Microbleed Detection Algorithm

Generation of globally consistent non-confidential MRI data using deep generative adversarial networks

Author:Karim Armanious  Mario Döbler  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0466  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Generation of globally consistent non-confidential MRI data using deep generative adversarial networks

Author:Karim Armanious  Mario Döbler  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0466  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 17  

Generative Adversarial Networks based Compressed Sensing for Multi-contrast Intracranial Vessel Wall Imaging Acceleration

Author:Niranjan Balu  Long Wang  Tao Zhang  Zechen Zhou  Enhao Gong  Kristi Pimentel  Mahmud Mossa-Basha  Thomas Hatsukami  Chun Yuan  

Institution:Philips Research North America  Subtle Medical Inc.  University of Washington  Tsinghua University  Tsinghua University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Atherosclerosis & MR Angiography  

Program Number:2077  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 127  

Get the Hype: The Physical Bases of Dynamic Nuclear Polarization for Medical Uses

Author:Lucio Frydman  

Institution:

Session Type:Weekend Course  

Session Date:Saturday, 11 May 2019  

Session Time:13:30  

Session Name:Hyperpolarized MR Spectroscopic Imaging  

Program Number:

Presentation Time:13:30   

Room Number:Room 513A-C  

Computer Number:

Getting more from less: a morphological model of diffusion in the prostate for improving the predictive power of DWI in identifying tumors.

Author:David Willis  Donnie Cameron  Paul Malcolm  Glyn Johnson  

Institution:Norfolk and Norwich University Hospital  University of East Anglia  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Perfusion, Diffusion & Relaxometry  

Program Number:2361  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 63  

g-factor attention model for deep neural network powered parallel imaging: gANN

Author:Jaeyeon Yoon  Doohee Lee  Jingyu Ko  Jingu Lee  Yoonho Nam  Jongho Lee  

Institution:Seoul National University  Seoul St. Mary’s Hospital  AIRS medical  The Catholic University of Korea  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4716  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 173  

GFB-MRF: Parallel spatial and Bloch manifold regularized iterative reconstruction for magnetic resonance fingerprinting

Gland and Zonal Segmentation of Prostate using Diffusion-Weighted MR Imaging

Author:Dharmesh Singh  Virendra Kumar  Chandan Das  Anup Singh  Amit Mehndiratta  

Institution:All India Institute of Medical Sciences Delhi  Indian Institute of Technology Delhi  Indian Institute of Technology Delhi  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Prostate MRI: Clinical Practice  

Program Number:1831  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 54  

GLINT: GlucoCEST in neoplastic tumors at 3 T – preliminary application in glioma patients using optimized preparation, imaging, and post-processing

Author:Kai Herz  Tobias Lindig  Anagha Deshmane  Benjamin Bender  Xavier Golay  Ulrike Ernemann  Klaus Scheffler  Moritz Zaiss  

Institution:Eberhard-Karls University Tuebingen  Max Planck Institute for Biological Cybernetics  University College London  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Brain Tumor: CEST, MRS, & Diffusion MRI  

Program Number:0857  

Presentation Time:14:42   

Room Number:Room 512A-H  

Computer Number:

Global and Focal Effects of Radiation Therapy on the Cerebral Vasculature in Pediatric Brain Tumor Survivors using simultaneous MRA-SWI at 7T

Author:Sivakami Avadiappan  Melanie Morrison  Angela Jakary  Erin Felton  Schuyler Stoller  Christopher Hess  Sabine Mueller  Janine Lupo  

Institution:University of California, San Francisco  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Neuroimaging: Flying High at 7T & Beyond  

Program Number:2803  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 157  

Glomerular filtration rate estimation by motion-robust high spatiotemporal resolution DCE-MRI with radial VIBE and comparison with plasma clearance of 99mTc-DTPA

Author:Sila Kurugol  Onur Afacan  Alto Stemmer  Richard Lee  Jeanne Chow  Simon Warfield  

Institution:Boston Children's Hospital and Harvard Medical School  Siemens Healthcare  Siemens Healthcare  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Perfusion & Permeability  

Program Number:0846  

Presentation Time:14:30   

Room Number:Room 511BCEF  

Computer Number:

Glucose metabolism in the brain of an Alzheimer mouse model by deuterium MRS

Author:Andor Veltien  Jack van Asten  Tom Peeters  Maximilian Wiesmann  Ria De Haas  Amanda Kiliaan  Arend Heerschap  

Institution:Radboud University Medical Center  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Non-Proton MRS/MRI  

Program Number:4225  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Glucose Uptake in Mouse Brain Detected by MRI Frequency Shifts with a Jump-Return Sequence

Author:Zhiliang Wei  Haifeng Zeng  Lin Chen  Kannie Chan  Xiang Xu  Issel Lim  Xu Li  Hanzhang Lu  Peter van Zijl  Jiadi Xu  

Institution:The Johns Hopkins University  Kennedy Krieger Research Institute  City University of Hong Kong  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Pitch: Cutting Edge CEST  

Program Number:0156  

Presentation Time:13:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Glucose Uptake in Mouse Brain Detected by MRI Frequency Shifts with a Jump-Return Sequence

Author:Zhiliang Wei  Haifeng Zeng  Lin Chen  Kannie Chan  Xiang Xu  Issel Lim  Xu Li  Hanzhang Lu  Peter van Zijl  Jiadi Xu  

Institution:The Johns Hopkins University  Kennedy Krieger Research Institute  City University of Hong Kong  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Poster: Cutting Edge CEST  

Program Number:0156  

Presentation Time:14:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 45  

Glutamate Weighted Imaging (GluCEST) as a Biomarker of Cognitive Function: Preliminary Findings from GluCEST MRI in Older Adults

Author:Abigail Cember  Ravi Prakash Reddy Nanga  Sandhitsu Das  Neil Wilson  Deepa Thakuri  David Wolk  John Detre  Ravinder Reddy  

Institution:University of Pennsylvania  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Alzheimer's & Related Dementia  

Program Number:3173  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Glutamine Mediated Citrate Elevation- A ‘Metabolic-Rearrangement’ for Proliferation in High Grade Tumors: In vivo MRS Studies at 3T

Author:Vivek Tiwari  Zhongxu An  Sandeep Ganji  Elena Daoud  Kimmo Hatanpaa  Michael Levy  Toral Patel  Elizabeth Maher  Edward Pan  Bruce Mickey  Changho Choi  

Institution:Philips Healthcare  Philips Healthcare  UT Southwestern Medical Center  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Brain Tumor: CEST, MRS, & Diffusion MRI  

Program Number:0853  

Presentation Time:13:54   

Room Number:Room 512A-H  

Computer Number:

Glutamine Metabolism Dysregulated in PDAC induced Cachexia

Author:Santosh Kumar Bharti  Paul Winnard  Raj Kumar Sharma  Yelena Mironchik  Michael Goggins  Zaver Bhujwalla  

Institution:The Johns Hopkins University School of Medicine  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pitch: New Developments in Cancer Imaging & Spectroscopy  

Program Number:0581  

Presentation Time:15:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Glutamine Metabolism Dysregulated in PDAC induced Cachexia

Author:Santosh Kumar Bharti  Paul Winnard  Raj Kumar Sharma  Yelena Mironchik  Michael Goggins  Zaver Bhujwalla  

Institution:The Johns Hopkins University School of Medicine  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: New Developments in Cancer Imaging and Spectroscopy  

Program Number:0581  

Presentation Time:16:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 22  

Glycogen detection in human brain via natural abundance 13C MRS at 7T

Author:Sergey Cheshkov  Ivan Dimitrov  Brandy Verhalen  A. Dean Sherry  Berge Minassian  Craig Malloy  

Institution:University of Texas at Dallas  UT Southwestern Medical Center  Philips Healthcare  Philips Healthcare  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Other Nuclei MR: Looking at Other Resonances  

Program Number:0491  

Presentation Time:13:30   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Glycogen detection in human brain via natural abundance 13C MRS at 7T

Golden angle radial undersampling to accelerate synthetic CT generation with generative adversarial networks for prostate MR-guided Radiotherapy

Author:Matteo Maspero  Tom Bruijnen  Mark Savenije  Linda Kerkmeijer  Peter Seevinck  Cornelis van den Berg  

Institution:UMC Utrecht  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Therapy Response Assessment  

Program Number:2324  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 26  

GPU Based Parallel Framework for the Estimation of Receiver Coil Sensitivities in SENSE Reconstruction

Author:Afaq Ashfaq  Muhammad Khalil  Hassan Shahzad  Sohaib Ayyaz  Hammad Omer  

Institution:Comsats University Islamabad  National Centre for Physics  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Image Reconstruction  

Program Number:2433  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 135  

Gradient echo modelling with macroscopic field variations and large flip angles

Author:Martin Soellradl  Stefan Ropele  Christian Langkammer  

Institution:Medical University of Graz  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Imaging Myelin+  

Program Number:4905  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Gradient nonlinearity-induced bias calibration and correction in diffusion imaging using DIADEM and a simple, uniform gel phantom

Author:Myung-Ho In  Uten Yarach  Daehun Kang  Ek Tsoon Tan  Erin Gray  Nolan Meyer  Joshua Trzasko  Yunhong Shu  John Huston  Matt Bernstein  

Institution:Department of Radiology, Mayo Clinic  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:3400  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 62  

Gradient profiles of myelin and microstructure metrics across the developing brain

Gradient-entropy based radiomic features to predict molecular sub-types of pediatric Medulloblastoma on Gadolinium-enhanced T1w MRI

Author:Sukanya Iyer  Marwa Ismail  Benita Tamrazi  Ashley Margol  Ramon correa  Prateek Prasanna  Niha Beig  Ruchika Verma  Volodymyr Statsevyc  Anant Madabhushi  Pallavi Tiwari  

Institution:Case Western Reserve University  Children's Hospital Los Angels  Cleveland Clinic Foundation  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Detection & Monitoring  

Program Number:2388  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 90  

Graph theoretic analysis of language sub-networks in Arabic-English bilingual patients undergoing fMRI for pre-surgical planning

Author:Shruti Agarwal  Mona Mohamed  Hanzhang Lu  Jay Pillai  

Institution:Johns Hopkins University School of Medicine  Kennedy Krieger Institute   Kennedy Krieger Institute  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:fMRI: Applications  

Program Number:3800  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 121  

Graph-based Structural Connectivity is correlated with Children Intelligence Quotient Scores

g-Ratio Mapping: Challenges & Validation

Author:Jennifer Campbell  Ilana Leppert  G. Bruce Pike  

Institution:McGill University  University of Calgary  

Session Type:Combined Educational & Scientific Session  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Mapping the Complementary Roles of Myelin & Microstructure in White Matter  

Program Number:

Presentation Time:14:15   

Room Number:Room 516C-E  

Computer Number:

Gray matter pathology changes in multiple sclerosis: a comparison of diffusion kurtosis and volumetrics.

Author:Lily Cao  Benjamin Ades-Aron  Katarina Yaros  Nicolas Gillingham  Dmitry Novikov  Yvonne Lui  Ilya Kister  Timothy Shepherd  Els Fieremans  

Institution:NYU School of Medicine  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Multiple Sclerosis: Connections & Disruptions  

Program Number:3142  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 153  

Grey matter atrophy measured with MRI correlates with reduced neuronal density in the experimental autoimmune encephalomyelitis model of multiple sclerosis

Author:A. Max Hamilton  Nils D. Forkert  Ying Wu  James A. Rogers  V. Wee Yong  Jeff F. Dunn  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Multiple Sclerosis: Connections & Disruptions  

Program Number:3143  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 154  

Grey matter changes in adolescents participating in a meditation training

Author:Justin Yuan  Colm Connolly  Eva Henje Blom  Leo Sugrue  Tony Yang  Duan Xu  Olga Tymofiyeva  

Institution:Florida State University College of Medicine  Umeå University  University of California, San Francisco  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Pitch: Pediatric - Ain't Misbehaving on Purpose  

Program Number:0038  

Presentation Time:08:15   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Grey matter changes in adolescents participating in a meditation training

Groupwise Non Rigid Registration For Temporal Myocardial Arterial Spin Labeling Images

Half-echo respiratory navigator for motion suppressed 3D ultrashort echo time image for Lung imaging

HARDI denoising with mean-curvature enhancement PDE on SE(3)

Author:Etienne St-Onge  Stephan Meesters  Erick J Bekkers  Maxime Descoteaux  Remco Duits  

Institution:Eindhoven University of Technology  Eindhoven University of Technology  Université de Sherbrooke  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Artefact Correction  

Program Number:3409  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 71  

HCC screening with abbreviated MRI: retrospective comparison of noncontrast, dynamic-contrast enhanced and hepatobiliary phase protocols post gadoxetic acid

Head and neck squamous cell carcinoma: diagnostic performance of diffusion kurtosis imaging for the prediction of histopathologic prognostic factors

Author:Tong Su  Yu Chen  Zhenyu Jin  Xiaohua Shi  Xingming Chen  Tao Zhang  Jinxia Zhu  Robert Grimm  Huadan Xue  Zhuhua Zhang  

Institution:Peking Union Medical College Hospital  Siemens Healthcare GmbH  Siemens Healthcare GmbH  Siemens Healthcare Ltd.  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion: Body Applications  

Program Number:3453  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 116  

Heartbeat-to-Heartbeat Quantitative Myocardial Oxygenation Imaging within a Single Breath-Hold using a Combined Gradient Echo-Spin Echo EPI (GESE-EPI) Sequence in Patients with Hypertension

Heartbeat-to-Heartbeat Quantitative Myocardial Oxygenation Imaging within a Single Breath-Hold using a Combined Gradient Echo-Spin Echo EPI (GESE-EPI) Sequence in Patients with Hypertension

Hemodynamic impairments in asymptomatic unilateral carotid artery stenosis are increased within individual watershed areas

Hemodynamics of Severely Stenosed Carotid Artery before and after Endarterectomy by 4D Flow MRI with a High Spatiotemporal Resolution