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150× acceleration of myelin water imaging data analysis by a neural network

Author:Hanwen Liu  Qing-san Xiang  Roger Tam  Alex MacKay  John Kramer  Cornelia Laule  

Institution:University of British Columbia  International Collaboration on Repair Discoveries  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Pitch: Cutting Edge CEST  

Program Number:0152  

Presentation Time:13:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

3D Convolutional Networks to predict Total Knee Replacement using Structural MRI

3D Inversion Recovery Ultrashort Echo Time (3D IR-UTE) Magnetic Resonance Imaging of Myelin in Traumatic Brain Injury – a Feasibility Study

Author:Ya-Jun Ma  Adam Searleman  Shanshan Wang  Hyungseok Jang  Jonathan Wong  Eric Chang  Brian Head  Jiang Du  

Institution:University of california, San Diego  VA San Diego Healthcare System  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Pitch: Myelin Imaging in Sickness & Health  

Program Number:0112  

Presentation Time:13:45   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

3D Model-Based Parameter Quantification on Resource Constrained Hardware using Double-Buffering

Author:Oliver Maier  Matthias Schloegl  Kristian Bredies  Rudolf Stollberger  

Institution:Graz University of Technology  University of Graz  Biotechmed  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Software & Tools  

Program Number:4839  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 121  

3D MRI Denoising with Wasserstein Generative Adversarial Network

3D R2* Mapping of the Placenta During Early Gestation Using Free-Breathing Multiecho Stack-of-Radial MRI at 3 T

Author:Tess Armstrong  Dapeng Liu  Thomas Martin  Rinat Masamed  Carla Janzen  Cass Wong  Teresa Chanlaw  Sherin Devaskar  Kyunghyun Sung  Holden Wu  

Institution:University of California Los Angeles  

Session Type:Digital YIA Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Digital Poster: Young Investigator Awards  

Program Number:0106  

Presentation Time:13:45   

Room Number:Room 520A-F  

Computer Number:

3D Stack-of-Stars Radial Imaging for Motion-Robust Free-Breathing Hepatobiliary Phase Imaging

Author:Matthias Muehler  Ty Cashen  Kang Wang  Ali Ersoz  Ersin Bayram  Scott Reeder  

Institution:Ge Healthcare  GE Healthcare  University of Wisconsin  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Liver Fat, Iron, Perfusion & Function  

Program Number:1772  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 169  

3D U-Net for Automated Segmentation of the Thoracic Aorta in 4D-Flow derived 3D PC-MRA

Author:Haben Berhane  Michael Scott  Joshua Robinson  Cynthia Rigsby  Michael Markl  

Institution:Lurie Childrens Hospital of Chicago  Northwestern University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4734  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

3T to 7T MRI Synthesis via Deep Learning in Spatial-Wavelet Domains

5-Minute Double-Echo in Steady-State with Separated Echoes for Comprehensive Whole-Joint Knee MRI Assessment with and without a Proton-Density-Weighted Sequence

A 3D convolutional neural network for diagnosing prostate cancer using volumetric T2-weighted MRI.

Author:Pritesh Mehta  Michela Antonelli  Shonit Punwani  Sebastien Ourselin  

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

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1633  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

A Cloud Platform for Longitudinal Follow-up for Patients with Glioblastoma

Author:Saumya Gurbani  Karthik Ramesh  Hyunsuk Shim  Brent Weinberg  

Institution:Emory University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Software & Tools  

Program Number:4828  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 110  

A comparative study of MR elastography and intravoxel incoherent motion based on volumetric analysis in the evaluation of histological grade of Hepatitis B virus-related hepatocellular carcinoma

Author:Qungang Shan  Yao Zhang  Tianhui Zhang  Bingjun He  Sudhakar K Venkatesh  Bing Wu  Kevin J Glaser  Richard L Ehman  Jin Wang  

Institution:Ge Healthcare  GE Healthcare  Mayo Clinic  Mayo Clinic  The third affiliated hospital of Sun Yat-sen University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Liver Lesions: Diagnosis, Characterization & Monitoring  

Program Number:1697  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 92  

A comparison between diffusion metrics, macromolecular proton fraction, and g-ratio for quantitative in vivo myelin mapping

A deep autoencoder method for image quality assessment

Author:Andre Maximo  Chitresh Bhushan  Desmond Yeo  Thomas Foo  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

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:4849  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 131  

A Deep Learning Algorithm for Non-Cartesian Coil Sensitivity Map Estimation

Author:Zihao Chen  Yuhua Chen  Debiao Li  Anthony Christodoulou  

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

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4783  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 65  

A Deep Learning Accelerated MRI Reconstruction Model's Dependence on Training Data Distribution

A divide-and-conquer strategy to overcome memory limitations of current GPUs for high resolution MRI reconstruction via a domain transform deep learning method

Author:Chengzhu Zhang  Dalton Griner  Yinsheng Li  Yijing Wu  Guang-hong Chen  

Institution: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:4788  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 70  

A fluorine-19 MR characterization of ABL-101 - a novel tracer with high biocompatibility and MR sensitivity

Author:Emeline Darçot  Roberto Colotti  David Brennan  Graeme Deuchar  Celestine Santosh  Ruud van Heeswijk  

Institution:Aurum Biosciences Ltd  Lausanne University Hospital (CHUV)  Queen Elizabeth University Hospital  Center for Biomedical Imaging (CIBM)  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Molecular & Metabolic Imaging  

Program Number:1131  

Presentation Time:14:57   

Room Number:Room 510A-D  

Computer Number:

A Fully Automatic Blind Estimation of Tumor Microvascular Permeability using Embedded Unsupervised Regularizations based on Prostate DCE-MRI

Author:Junjie Wu  Ya Cao  Xiaodong Zhang  Xiaoying Wang  Jue Zhang  

Institution:Peking University  Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Prostate MRI: Technical Developments  

Program Number:1612  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

A Generative Approach to Estimating Coil Sensitivities from Autocalibration data

Author:Yael Balbastre  Julio Acosta-Cabronero  Nadège Corbin  Oliver Josephs  John Ashburner  Martina Callaghan  

Institution:University College London  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Image Reconstruction I  

Program Number:4762  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 44  

A kinetic-guided compressed sensing approach for DCE-MRI reconstruction

Author:Michele Scipioni  Niccolo Fuin  Julie Price  Onofrio Catalano  Ciprian Catana  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  King's College London  King's College London  University of Pisa  Massachusetts General Hospital  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Multidimensional Signal Encoding Decoding  

Program Number:1177  

Presentation Time:14:09   

Room Number:Room 710B  

Computer Number:

A longitudinal neuroimaging study of the effects of early versus late anti-inflammatory treatment in the TgF344-AD rat model of Alzheimer’s disease

Author:Caitlin Fowler  Dan Madularu  John Breitner  Jamie Near  

Institution:Douglas Mental Health University Institute  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Experimental Models of CNS Disease  

Program Number:1152  

Presentation Time:15:09   

Room Number:Room 513D-F  

Computer Number:

A multiparametric (1H, 23Na, diffusion, flow) anthropomorphic abdominal phantom for multimodal MR and CT imaging

A new calibration between R2* and Liver Iron Concentration derived from 167 clinical cases

Author:Gregory Brown  Gary Cowin  Graham Galloway  

Institution:Translational Research Institute  University of Queensland  University of South Australia  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Liver Fat, Iron, Perfusion & Function  

Program Number:1759  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 156  

A New Deep Learning Structure for Improving Image Quality of a Low-field Portable MRI System

Author:WENCHUAN MU  Liang Zheng  Danial C. Alexander  Jia Gong  Wenwei Yu  Shao Ying Huang  

Institution:Chiba University  Singapore University of Technology and Design  UCL  National University of Singapore  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4789  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 71  

A new MR-based Perianal Crohn’s disease activity score: Multicentre study

A Noninvasive Comparison Study between Human Gliomas with IDH1 and IDH2 Mutations by MR Spectroscopy

Author:Xin Shen  Natalie Voets  Sarah Larkin  Nick de Pennington  Puneet Plaha  Richard Stacey  James Mccullagh  Christopher Schofield  Stuart Clare  Peter Jezzard  Tom Cadoux-Hudson  Olaf Ansorge  Uzay Emir  

Institution:Oxford University Hospitals NHS Trust  Purdue University  University of Oxford  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Cutting-Edge Advances in Cancer Imaging  

Program Number:0196  

Presentation Time:14:33   

Room Number:Room 520A-F  

Computer Number:

A Novel Approach for Improved CEST Imaging with Real-Time Frequency Drift Correction

A novel fiber-tracking algorithm using parallel transport frames

Author:Dogu Baran Aydogan  Yonggang Shi  

Institution:Aalto University  University of Southern California  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Fiber Orientations & Tractography  

Program Number:0168  

Presentation Time:14:57   

Room Number:Room 511BCEF  

Computer Number:

A Novel MRI technique for quantifying myelin in mice brain white matter

Author:Ella Wilczynski  Efrat Sasson  Uzi Eliav  Uri Nevo  Gil Navon  

Institution:Tel Aviv University  

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:1116  

Presentation Time:14:57   

Room Number:Room 516C-E  

Computer Number:

A pediatric brain template for myelin water fraction and diffusion tensor imaging.

A Population-Based Digital Reference Object (DRO) for Optimizing Dynamic Susceptibility Contrast (DSC) MRI Methods for clinical trials

Author:Natenael Semmineh  

Institution:Barrow Neurological Institute  

Session Type:Member-Initiated Symposium  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Open Source Initiative for Perfusion Imaging  

Program Number:

Presentation Time:15:00   

Room Number:Room 513A-C  

Computer Number:

    A Promising Procedure for the Staging of Liver Fibrosis Using Hepatocyte Fraction

    Author:Weibo Chen  Tian Qiu  Eunju Kim  YuXin Shi*  

    Institution:Philips Healthcare  Philips Healthcare  Shanghai Public Health Clinical Center Affiliated to Fudan University  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Liver Fibrosis  

    Program Number:1747  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 142  

    A quality control system for automated prostate segmentation on T2-weighted MRI

    Author:Mohammed Sunoqrot  Kirsten Selnæs  Olmo Zavala-Romero  Radka Stoyanova  Tone Bathen  Mattijs Elschot  

    Institution:NTNU, Norwegian University of Science and Technolog  University of Miami Miller School of Medicine  St. Olavs Hospital  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Prostate MRI: Technical Developments  

    Program Number:1622  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 14  

    A Quantitative MRI Phantom to Mimic the Simultaneous Presence of Fat, Iron, and Fibrosis

    Author:Ruiyang Zhao  Gavin Hamilton  Jean Brittain  Scott Reeder  Diego Hernando  

    Institution:Calimetrix LLC  University of california, San Diego  University of Wisconsin-Madison  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Liver Fat, Iron, Perfusion & Function  

    Program Number:1777  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 174  

    A Quantitative, Multiparametric Method for Bone Edema and Adiposity Characterisation in Inflamed Trabecular Bone

    Author:Timothy Bray  Naomi Sakai  Alexandra Dudek  Kannan Rajesparan  Corinne Fisher  Coziana Ciurtin  Debajit Sen  Alan Bainbridge  Margaret Hall-Craggs  

    Institution:University College London  University College London Hospitals  

    Session Type:Power Pitch  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Pitch: MSK Power Pitch  

    Program Number:0137  

    Presentation Time:13:45   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    A Rapid MR Elastography Sequence with Spatial Saturation Pulses to Suppress Vascular Flow

    Author:Hui Wang  Andrew Trout  Jean Tkach  Tom Cull  Jonathan Dillman  Charles Dumoulin  

    Institution:Cincinnati Children’s Hospital Medical Center  Philips  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Liver Fibrosis  

    Program Number:1741  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 136  

    A Realistic Numerical Simulation for Fetal Cardiac MRI

    Author:Christopher Roy  Davide Marini  William Segars  Mike Seed  Christopher Macgowan  

    Institution:Duke University Medical Center  Lausanne University Hospital (CHUV) and University of Lausanne (UNIL)  The Hospital for Sick Children  University of Toronto  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Software & Tools  

    Program Number:4842  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 124  

    A Real-Time Centralized Pipeline for Reconstructing and Quantifying Hyperpolarized 129Xe Gas Exchange MRI

    Author:Ziyi Wang  Mu He  Alexander Culbert  John Nouls  Elianna Bier  Bastiaan Driehuys  

    Institution:Duke University  Duke University Medical Center  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:AI & Radiomics in Body MRI  

    Program Number:1728  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 123  

    A target-field shimming approach for improving the encoding performance of a lightweight Halbach magnet for portable brain MRI

    Author:Patrick McDaniel  Clarissa Cooley  Jason Stockmann  Lawrence Wald  

    Institution:Athinoula A Martinos Center for Biomedical Imaging  Massachusetts Institute of Technology  Harvard Medical School  Harvard Medical School  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:B0 Field Management & Shimming  

    Program Number:0215  

    Presentation Time:14:21   

    Room Number:Room 710B  

    Computer Number:

    A task-based endpoint assessment for CNN segmentations in radiomics processing

    Author:Karl Spuhler  Jie Ding  Mario Serrano-Sosa  Chuan Huang  

    Institution:Stony Brook University  Stony Brook Medicine  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:AI & Radiomics in Body MRI  

    Program Number:1721  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 116  

    A Two-Center Analysis of Hyperpolarized 129Xe Lung MRI in Stable Pediatric Cystic Fibrosis: Comparison of Image Analysis Approaches

    Author:Marcus Couch  Robert Thomen  Felix Ratjen  Jason Woods  Giles Santyr  

    Institution:Cincinnati Children's Hospital Medical Center  The Hospital for Sick Children  University of Missouri  University of Toronto  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:AI & Radiomics in Body MRI  

    Program Number:1708  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 103  

    A Two-Step Automated Liver MR Images Quality Assessment based on Convolutional Neural Network

    A virtual liver biopsy based on mixed MRI radiomics and biological data: a proof of concept

    Author:Benjamin Leporq  Sophie Gaillard  Liadeh Cuminal  Valerie Hervieu  Olivier Guillaud  Jerome Dumortier  Pierre-Jean Valette  Olivier Beuf  

    Institution:CHU Edouard Herriot  CHU Lyon Sud  Université de Lyon  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Liver Fibrosis  

    Program Number:1731  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 126  

    A Web-Based Data Management System as a Collaborative Imaging Research Platform

    Author:Norman Young  Jonathan Resnick  Steven Wranovsky  Thanh Huynh  Jasper Yeh  Stephen Leung  Stewart Bright  Jay Liu  

    Institution:Synaptive Medical  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Software & Tools  

    Program Number:4834  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 116  

    Abdominal Diffusion-Weighted Imaging with Stretched-Exponential Model: Phantom and Clinical Studies

    Accelerate Parallel CEST Imaging with Dynamic Convolutional Recurrent Neural Network