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Correlation and frequency based analyses between functional QSM and fMRI

Author:Pinar Ozbay  Lars Kasper  Burak Akin  Klaas Pruessmann  Daniel Nanz  

Institution:University of Zurich and ETH Zurich  Balgrist Campus AG  Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg  NIH  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:QSM  

Program Number:4942  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 49  

Correlation between Fat Fraction and MR relaxation times in the vertebral bone marrow at 1.5 T.

Author:Louis Marage  Jérémy Lasbleiz  Mathieu Lederlin  Giulio Gambarota  Hervé Saint-Jalmes  

Institution:CHU Rennes  Univ Rennes, Inserm, LTSI – UMR 1099  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Relaxometry  

Program Number:4969  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 76  

Cost Effectiveness Principles in MRI: Optimizing MRI from the Cost Effectiveness Perspective

Author:Stella Kang  

Institution:NYU  

Session Type:Combined Educational & Scientific Session  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Value of MRI  

Program Number:

Presentation Time:16:40   

Room Number:Room 512A-H  

Computer Number:

Cost-Effectiveness Analysis: An Introduction

Author:Pari Pandharipande  

Institution:Harvard Medical School/MGH  

Session Type:Combined Educational & Scientific Session  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Value of MRI  

Program Number:

Presentation Time:16:20   

Room Number:Room 512A-H  

Computer Number:

Cross-system reliability for rapid quantitative MRI

Author:Catharina Petersen  Peter Johansson  Marcel Warntjes  

Institution:Center for Medical Image Science and Visualization  SyntheticMR AB  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Robust & Reproducible Quantitation  

Program Number:4452  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 79  

Cross-vendor spiral gradient calibration using TOPPE and Pulseq

Author:Jon-Fredrik Nielsen  Douglas Noll  Sairam Geethanath  

Institution:Columbia University  University of Michigan  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:System Imperfections  

Program Number:4512  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 140  

Crowdsourced Quality Metrics for Image Reconstruction using Machine Learned Ranking

Author:Kevin Johnson  Laura Eisenmenger  Patrick Turski  Leonardo Rivera-Rivera  

Institution:University of California - San Francisco  University of Wisconsin - Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4770  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 52  

CSF-suppressed T2 weighted imaging at 7T

Author:Jullie Pan  Chan Moon  Arun Antony  Frank Lieberman  Vikas Agarwal  Hoby Hetherington  

Institution:University of Pittsburgh  UPMC  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Improving Definition & Reducing Artifacts  

Program Number:4670  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 127  

DANTE Prepared EPI for Fast Whole Brain VASO Detection at 3T

Author:Linqing Li  Laurentius Huber  Yuhui Chai  Sean Marrett  Peter Bandettini  

Institution:National Institutes of Health  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:fMRI Acquisition Methods  

Program Number:1174  

Presentation Time:15:33   

Room Number:Room 520A-F  

Computer Number:

DAS-Net: A Generative Adversarial Net to Suppress Artifact-Generating Echoes in DENSE MRI

Author:Mohammad Abdishektaei  Xue Feng  Craig Meyer  Frederick Epstein  

Institution:University of Virginia  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Myocardial Function & Deformation  

Program Number:1089  

Presentation Time:10:03   

Room Number:Room 518A-C  

Computer Number:

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  

DCE MRI Methods in Cerebral Small Vessel Disease (SVD) & Dementia

Author:Arvind Caprihan  

Institution:

Session Type:Member-Initiated Symposium  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Mapping BBB Permeability: From Contrast- to Non-Contrast-Enhanced Imaging  

Program Number:

Presentation Time:09:03   

Room Number:Room 513A-C  

Computer Number:

    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  

    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  

    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 3D white matter fiber orientation from 2D histology: pulling 3D rabbits out of 2D hats

    Deep learning 3D white matter fiber orientation from 2D histology: pulling 3D rabbits out of 2D hats

    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 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 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 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 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 Attention to Predict Gestational Age of the Fetal Brain Using MRI

    Author:Liyue Shen  Katie Shpanskaya  Edward Lee  Emily McKenna  Maryam Maleki  Quin Lu  John Pauly  Kristen Yeom  

    Institution:Philips Healthcare North America  Stanford University  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

    Program Number:1099  

    Presentation Time:10:03   

    Room Number:Room 520A-F  

    Computer Number:

    Deep learning-based uncertainty estimation: application in PET/MRI joint estimation of attenuation and activity for patients with metal implants

    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 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

    Deep parameter mapping with relaxation signal model driven constraints

    Author:Zhiyang Fu  Sagar Mandava  Zhitao Li  Diego Martin  Maria Altbach  Ali Bilgin  

    Institution:university of arizona  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Quantitative Mapping: Relaxometry & Beyond  

    Program Number:4547  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 2  

    Deep Partial Fourier Reconstruction

    Author:Alexander Toews  Marcus Alley  Shreyas Vasanawala  Brian Hargreaves  Joseph Cheng  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

    Program Number:4702  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 159  

    Deep Plug-and-Play Prior for Parallel MRI Reconstruction

    Author:Ali Pour Yazdanpanah  Onur Afacan  Simon Warfield  

    Institution:Computational Radiology Laboratory, Boston Children's Hospital and Harvard Medical School  

    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:4665  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 122  

    Deep Predictive Modeling of Dynamic Contrast-Enhanced MRI Data

    Author:Jiacheng Jason He  Christopher Sandino  Shreyas Vasanawala  Joseph Cheng  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Machine Learning for Prediction & Image Analysis  

    Program Number:4874  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 156  

    Deep Residual Neural Networks for QSM Background Removal

    Author:Juan Liu  Andrew Nencka  Kevin Koch  

    Institution:Marquette University and Medical College of Wisconsin  Medical College of Wisconsin  

    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:4852  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 134  

    Deep Scaled Domain Learning for Compressed MRI using Optional Scaling Transform

    Author:Satoshi ITO  Kohei SATO  

    Institution:Utsunomiya University  

    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:4652  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 109  

    Deep transform networks for scalable learning of MR reconstruction

    DeepKidney: Deep segmentation of MR images for automated glomerular function quantification in heterogeneous pediatric patients

    Author:Edgar Rios Piedra  Morteza Mardani  Ukash Nakarmi  Joseph Cheng  Shreyas Vasanawala  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Using MRI to Measure Numbers Outside of the Brain  

    Program Number:4380  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 5  

    DeepRad: An Accessible, Open-source Tool for Deep Learning in Medical Imaging

    Author:Jinnian Zhang  Samuel Hurley  Varun Jog  Alan McMillan  

    Institution:University of Wisconsin  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Software & Tools  

    Program Number:4821  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 103  

    DeepSPIO: A SPIO particles quantification method using Deep Learning

    Deformable slice-to-volume registration for respiratory motion correction in abdominal and in-utero MRI

    Author:Alena Uus  Tong Zhang  Laurence Jackson  Mary Rutherford  Joseph Hajnal  Maria Deprez  

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

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Motion Correction: Non-Brain  

    Program Number:4483  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 111  

    Detection of Early Hepatic Inflammation in Obese Patients with MR Elastography (MRE)

    Author:Jiahui Li  Alina Allen  Sudhakar K. Venkatesh  Taofic Mounajjed  Jun Chen  Kevin J. Glaser  Armando Manduca  Vijay Shah  Richard L. Ehman  Meng Yin  

    Institution:Mayo Clinic  Mayo Clinic  

    Session Type:Power Pitch  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Pitch: Liver: Brief but Impactful  

    Program Number:1027  

    Presentation Time:08:15   

    Room Number:Power Pitch Theater C - Exhibition Hall  

    Computer Number: