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Radiomics analysis of peritumoral tissue on gadoxetic acid-enhanced MR imaging for prediction of early recurrence in hepatocellular carcinoma

Author:Zhen Zhang  Song Bin  

Institution:West China Hospital,Sichuan University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Liver  

Program Number:1163  

Presentation Time:15:21   

Room Number:Room 518A-C  

Computer Number:

Radiomics for Breast Cancer

Author:Elizabeth Morris  

Institution:Memorial Sloan-Kettering Cancer Center  

Session Type:Weekday Course  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Breast MRI: Current Topics & Future Directions  

Program Number:

Presentation Time:14:45   

Room Number:Room 512A-H  

Computer Number:

    Random forests and DenseNet: a comparative study of brain gliomas segmentation

    Author:Marco Castellaro  Gianmario Battista  Alessandra Bertoldo  

    Institution:University of Padova  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Segmentation 2  

    Program Number:4798  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 80  

    Rapid and Accurate CEST and NOE MRI of Injured Spinal Cord Using Multi-Pool Fitting

    Author:Feng Wang  Zhong-Liang Zu  Tung-Lin Wu  Xinqiang Yan  John Gore  Li Min Chen  

    Institution:Vanderbilt University Medical Center  Vanderbilt University  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Experimental Models of CNS Disease  

    Program Number:1154  

    Presentation Time:15:33   

    Room Number:Room 513D-F  

    Computer Number:

    Rapid Automatic Quantification of Myocardial Blood Flow in Free-breathing Myocardial Perfusion MRI without the Need for Motion Correction: A Novel Spatio-temporal Deep Learning Approach

    Author:Zulma Sandoval  John Van Dyke  Prateek Malhotra  Rohan Dharmakumar  Behzad Sharif  

    Institution:Cedars-Sinai Medical Center  UCLA David Geffen School of Medicine  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:16:00  

    Session Name:Myocardial Perfusion  

    Program Number:1230  

    Presentation Time:16:12   

    Room Number:Room 516C-E  

    Computer Number:

    Rapid Electrodynamic/Analytic Simulations for Coil Design Optimization

    Rapid High Resolution T1-Weighted Hippocampus Imaging with Yarn-Ball Acquisition

    Author:Rob Stobbe  Peter Seres  Don Gross  Christian Beaulieu  

    Institution:University of Alberta  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Going Faster: New Sequences & Acquisition Protocols  

    Program Number:4572  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 27  

    Rapid Image Reconstruction of Single-Shot Coronary Quiescent-Interval Slice-Selective (QISS) MRA and Late Gadolinium-Enhanced MRI using Deep Learning

    Author:Daming Shen  Hassan Haji-Valizadeh  Daniel Kim  

    Institution:Northwestern 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:4710  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 167  

    Rapid multi-dimensional RF pulse design with deep learning

    Author:Mads Vinding  Birk Skyum  Ryan Sangill  Torben Lund  

    Institution:Aarhus University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:New RF & Gradient Strategies  

    Program Number:4643  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 99  

    Rapid Prototyping of Spiral Based Three-Points Dixon Acquisition and Reconstruction Using Pulseq

    Author:Marina Manso Jimeno  Sairam Geethanath  John Vaughan  

    Institution:Columbia University in the City of New York  University of Groningen  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Improving Definition & Reducing Artifacts  

    Program Number:4681  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 138  

    Rapid virtually automated technique for renal corticomedullary segmentation from volumetric arterial phase imaging: Initial experience

    Author:Kane Nicholls  Julia Williams  Lucy McKenna  Julie Smith  Emma Hornsey  Elif Ekinci  Leonid Churilov  Henry Rusinek  Artem Mikheev  Ruth Lim  

    Institution:Austin Health  Florey Institute of Neuroscience and Mental Health  New York University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Segmentation 1  

    Program Number:4725  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 7  

    Rapid, Free-Breathing, Cine MRI for Patients with a Cardiac Implantable Electronic Device: A Preliminary Study

    Author:KyungPyo Hong  Jeremy Collins  Daniel Lee  Daniel Kim  

    Institution:Mayo Clinic  Mayo Clinic  Northwestern University Feinberg School of Medicine  Northwestern University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Image Reconstruction I  

    Program Number:4750  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 32  

    Rapid, multi-TE, T2-prepared RUFIS for Silent T2-weighted imaging

    Author:Emil Ljungberg  Brian Burns  Tobias Wood  Shannon Kolind  Florian Wiesinger  Gareth Barker  

    Institution:General Electric Healthcare  King's College London  King's College London  University of British Columbia  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Going Faster: New Sequences & Acquisition Protocols  

    Program Number:4571  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 26  

    Rapid, simultaneous non-synthetic multi-contrast and quantitative imaging using Tailored MR Fingerprinting (TMRF)

    Author:Sairam Geethanath  Sachin Jambawalikar  Maggie Fung  Angela Lingella  John Vaughan  

    Institution:Columbia University  Ge Healthcare  GE Healthcare  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Quantitative Mapping: Relaxometry & Beyond  

    Program Number:4554  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 9  

    Rapid, Time-Resolved Brain Imaging with Multiple Clinical Contrasts using Wave-Shuffling.

    Rapid, whole-brain T1 mapping using inversion recovery EPIK (ir-EPIK): a quantitative assessment with a group of subjects

    Author:N. Jon Shah  Seong Dae Yun  

    Institution:Forschungszentrum Juelich  JARA - BRAIN - Translational Medicine  RWTH Aachen University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Relaxometry  

    Program Number:4970  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 77  

    Readout Duration-dependent Bias on R2* Mapping and Quantitative Susceptibility Mapping Using 3D Radial and Cones Acquisitions at 3.0T

    Author:Shihan Qiu  Timothy Colgan  Ante Zhu  Kevin Johnson  Scott Reeder  Diego Hernando  

    Institution:Tsinghua University  Tsinghua University  University of Wisconsin  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:QSM  

    Program Number:4943  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 50  

    Real-time MR image reconstruction using Convolutional Neural Networks

    Author:Bryson Dietz  Gino Fallone  Keith Wachowicz  

    Institution:Cross Cancer Institute  University of Alberta  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Machine Learning for Image Reconstruction: Optimised  

    Program Number:4784  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 66  

    Real-time Ultrafast Fetal Brain Localization using Convolutional Neural Networks

    Author:Dhineshvikram Krishnamurthy  Wonsang You  Kushal Kapse  Catherine Limperopoulos  

    Institution:Children's National Health System  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Segmentation 2  

    Program Number:4810  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 92  

    Recombinant expression and synthesis of a targeted human contrast agent for quantitative renal MRI

    Author:Kasey Emoto  Edwin Baldelomar  Maria Veronica Clavijo-Jordan  Jennifer Charlton  Courtnie Yokono  Kevin Bennett  

    Institution:Harvard University  University of Hawaii at Manoa  University of Virginia  Washington University in St. Louis  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:16:00  

    Session Name:Quantitative Kidney Imaging  

    Program Number:1205  

    Presentation Time:17:12   

    Room Number:Room 510A-D  

    Computer Number:

    Reconstruction Augmentation by Constraining with Intensity Gradients (RACING)

    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:13:45  

    Session Name:Image Reconstruction I  

    Program Number:4765  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 47  

    Reconstruction of high undersampling rate images using a cascade of convolutional neural networks

    Author:Xi Chen  Shuo Chen  Rui Li  

    Institution:Beijing Institute of Technology  Tsinghua University  Tsinghua 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:4667  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 124  

    Reconstruction of Highly Accelerated Radial Cardiac Cine MRI using GROG based k-t ESPIRiT with TV Constraint

    Author:Ibtisam Aslam  Lindsey Crowe  Miklos KASSAI  Jean-Paul VALLEE  Hammad Omer  

    Institution:COMSATS University Islamabad, Pakistan  University of Geneva, Switzerland  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Image Reconstruction I  

    Program Number:4756  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 38  

    Reconstruction of Tailored Magnetic Resonance Fingerprinting Using Random Forest Approach

    Reconstruction of Undersampled Radial Free-breathing 3D Abdominal MRI using Conditional Generative Adversarial Network

    Author:Jun Lv  Jue Zhang  

    Institution:Peking University  Peking University  Yantai University  Peking University  Peking University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Artifacts, Implants & Corrections  

    Program Number:4595  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 51  

    Reconstruction-based Super-Resolution for High-Resolution Abdominal MRI: A Preliminary Study

    Redesigned Variable-Density Cones Trajectory for High Resolution MR Imaging

    Author:Kwang Eun Jang  Srivathsan Koundinyan  Dwight Nishimura  Shreyas Vasanawala  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:New RF & Gradient Strategies  

    Program Number:4635  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 91  

    Reduced Noise Enhancement in Whole-Brain Multiband-RASER

    Author:Ute Goerke  

    Institution:CMRR/University of Minnesota  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Going Faster: New Sequences & Acquisition Protocols  

    Program Number:4590  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 45  

    Regional Power Ratio: a noninvasive index of regional myocardial function

    Author:Emil Espe  Lili Zhang  Ivar Sjaastad  

    Institution:University of Oslo  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Myocardial Function & Deformation  

    Program Number:1081  

    Presentation Time:08:27   

    Room Number:Room 518A-C  

    Computer Number:

    Regularization of Digitally Integrated, Inductive k-Space Trajectory Measures

    Regularized CG-SENSE for 30-channel 23Na head MRI at 7T

    Author:Melanie Schellenberg  Armin Nagel  Peter Bachert  Mark Ladd  Nicolas Behl  

    Institution:German Cancer Research Center  University Hospital Erlangen  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Going Faster: New Sequences & Acquisition Protocols  

    Program Number:4594  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 49  

    Reimbursement Models & Their Impact on Imaging

    Author:Richard Ehman  

    Institution:Mayo Clinic  Mayo Clinic  

    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:16:00   

    Room Number:Room 512A-H  

    Computer Number:

    Reinforcement Learning for Automated Reference-free MR Image Quality Assessment

    Reinforcement Learning for Online Undersampling Pattern Optimization

    Author:David Zeng  Christopher Sandino  Dwight Nishimura  Shreyas Vasanawala  Joseph Cheng  

    Institution:Stanford University  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

    Program Number:1092  

    Presentation Time:08:39   

    Room Number:Room 520A-F  

    Computer Number:

    Relaxation parameter estimation from limited time points

    Author:Tianle Zhao  Weitian Chen  Thierry Blu  

    Institution:The Chinese University of Hong Kong  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Quantitative Mapping: Relaxometry & Beyond  

    Program Number:4569  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 24  

    Relax-MANTIS: REference-free LAtent map-eXtracting MANTIS for efficient MR parametric mapping with unsupervised deep learning

    Author:Wei Zha  Sean Fain  Richard Kijowski  Fang Liu  

    Institution:University of Wisconsin-Madison  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

    Program Number:1098  

    Presentation Time:09:51   

    Room Number:Room 520A-F  

    Computer Number:

    Relevance-guided Feature Extraction for Alzheimer's Disease Classification

    Author:Christian Tinauer  Stefan Heber  Lukas Pirpamer  Anna Damulina  Maximilian Sackl  Edith Hofer  Marisa Koini  Reinhold Schmidt  Stefan Ropele  Christian Langkammer  

    Institution:Medical University of Graz  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Segmentation 2  

    Program Number:4813  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 95  

    Removing bias and increasing dynamic range in DREAM flip angle mapping at 7T

    Author:Gunther Helms  Hampus Olsson  Mads Andersen  

    Institution:Lund University  Lund University  Philips Healthcare  Philips Healthcare  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:System Imperfections  

    Program Number:4500  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 128  

    Renal multi-parametric MRI: Ready to launch? A reproducibility study

    Repeatability and Reproducibility of brain volume measurements with SPM and Freesurfer  and their impact on subtle between-group differences

    Author:Letizia Palumbo  Paolo Bosco  Elisa Ferrari  Piernicola Oliva  Giovanna Spera  Alessandra Retico  

    Institution:National Institute for Nuclear Physics (INFN)  Scuola Normale Superiore  University of Sassary and INFN Cagliari Division  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Robust & Reproducible Quantitation  

    Program Number:4468  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 95  

    Repeatability and Reproducibility of Confounder-Corrected R2* as a Biomarker of Liver Iron Concentration: Interim Results from a Multi-Center, Multi-Vendor Study at 1.5T and 3T

    Repeatability and Reproducibility of Confounder-Corrected R2* as a Biomarker of Liver Iron Concentration: Interim Results from a Multi-Center, Multi-Vendor Study at 1.5T and 3T

    Repeatability Measurements of Magnetic Resonance Fingerprinting Metrics using ACR and ISMRM/NIST Phantoms: A Multi-Center Study

    Repeatability of hepatocellular uptake and efflux in the rat liver: A comparison of Gadoxetate DCE-MRI models

    Repeatability of radiomic features for prostate cancer diffusion weighted imaging obtained using b-values up to 2000 s/mm2

    Repeatability of radiomics features in double baseline MR imaging of glioblastoma

    Repeatability of T2 Relaxation Measurements over a Four-Year Period

    Author:Xing Wang  Cheryl McCreary  Marina Salluzzi  Richard Frayne  

    Institution:University of Calgary  Alberta Health Services  Seaman Family MR Centre  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Robust & Reproducible Quantitation  

    Program Number:4453  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 80  

    Reproducibility of inhomogeneous magnetization transfer (ihMT): a test-retest, multi-site study

    Author:Lei Zhang  Huipeng Ren  QING FAN  Xiaocheng Wei  Zhuanqin Ren  

    Institution:Baoji Center Hospital  GE Healthcare China  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Imaging Myelin+  

    Program Number:4916  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 23  

    Reproducibility of Selective Localised T2-Relaxation-Under-Spin-Tagging (SL-TRUST) for Regional Cerebral Oxygen Extraction Fraction

    Author:Caitlin O'Brien  Thomas Okell  Peter Jezzard  

    Institution:University of Oxford  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Perfusion & Permeability  

    Program Number:5029  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 136