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Enforcing Structural Similarity in Deep Learning MR Image Reconstruction

Author:Kamlesh Pawar  Zhaolin Chen  N Shah  Gary Egan  

Institution:Monash University  Research Centre Juelich  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4711  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 168  

Engagement of multiple networks during meditation: an fMRI study

Author:Vaibhav Tripathi  Rahul Garg  Vidur Mahajan  Anju Dhawan  

Institution:All India Institute of Medical Sciences  Indian Institute of Technology  Indraprastha Institute of Information Technology  Mahajan Imaging  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:fMRI: Applications  

Program Number:3783  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 104  

Enhance One-minute EPIMix Brain MRI Exams with Unsupervised Cycle-Consistent Generative Adversarial Network

Author:Jiang Liu  Enhao Gong  Stefan Skare  Greg Zaharchuk  

Institution:Karolinska Institutet  Stanford University  Tsinghua University  Tsinghua University  Subtle Medical Inc.  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4885  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 167  

Enhanced Applications & Access Through RF Coil Development

Author:Cornelis van den Berg  

Institution:

Session Type:Member-Initiated Symposium  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Ultrahigh Field MR Safety: Increasing Access & Expanding Applications  

Program Number:

Presentation Time:14:50   

Room Number:Room 513A-C  

Computer Number:

    Enhanced isocitrate dehydrogenase mutation classification in lower grade gliomas with deep learning and CEST and MTC MRI

    Enhanced MR-STAT by a multi-coil reconstruction framework

    Author:Oscar van der Heide  Mike Eijbersen  Cornelis van den Berg  Peter Luijten  Alessandro Sbrizzi  

    Institution:UMC Utrecht  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:Optimizing Reconstruction  

    Program Number:2414  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 116  

    Enhanced non-invasive pressure drop and flow inefficiencies quantification via 4D-flow MRI

    Author:Joao Filipe Fernandes  Alessandro Faraci  Saul Myerson  David Alexander Nordsletten  Pablo Lamata  

    Institution:Kings College London  Radcliffe Department of Medicine  

    Session Type:Power Pitch  

    Session Date:Tuesday, 14 May 2019  

    Session Time:13:30  

    Session Name:Pitch: Flow & Vessel Imaging  

    Program Number:0451  

    Presentation Time:13:30   

    Room Number:Power Pitch Theater A - Exhibition Hall  

    Computer Number:

    Enhanced non-invasive pressure drop and flow inefficiencies quantification via 4D-flow MRI

    Author:Joao Filipe Fernandes  Alessandro Faraci  Saul Myerson  David Alexander Nordsletten  Pablo Lamata  

    Institution:Kings College London  Radcliffe Department of Medicine  

    Session Type:Power Pitch Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:14:30  

    Session Name:Poster: Flow & Vessel Imaging  

    Program Number:0451  

    Presentation Time:14:30   

    Room Number:Power Pitch Theater A - Exhibition Hall  

    Computer Number:Plasma 2  

    Enhanced perivascular space contrast using T1-T2 fusion and adaptive spatial filtering

    Author:Farshid Sepehrband  Giuseppe Barisano  Nasim Sheikh-Bahaei  Meng Law  Arthur Toga  

    Institution:University of Southern California  Alfred Health  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:09:15  

    Session Name:Flow in the Brain  

    Program Number:2557  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 84  

    Enhanced reliability of NMR marker localization using real-time field tracking

    Author:Alexander Aranovitch  Maximilian Haeberlin  Simon Gross  Benjamin Dietrich  Jonas Reber  Thomas Schmid  Klaas Pruessmann  

    Institution:ETH Zurich and University of Zurich  Institute for Biomedical Engineering, University and ETH Zurich  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:08:15  

    Session Name:Freeze It: Managing Motion in MRI  

    Program Number:0068  

    Presentation Time:08:39   

    Room Number:Room 512A-H  

    Computer Number:

    Enhanced sodium quantification accuracy in a 3T clinical 23Na MR stroke study

    Author:Nadia Paschke  Roberta Egoriti  Manuel Winkler  Eva Neumaier-Probst  Sherif Mohamed  Melina Samartzi  Marc Fatar  Lothar Schad  

    Institution:Heidelberg University  Politecnico di Milano  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:09:15  

    Session Name:Other Nuclei MR  

    Program Number:2511  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 38  

    Enhanced T2 Star-Weighted Angiography (ESWAN) for Differentiating Borderline From Malignant Epithelial Ovarian Tumors

    Author:Xu Han  Meiyu Sun  Lizhi Xie  Kaiyu Wang  Mengyao Wang  Rui Fan  

    Institution:First Affiliated Hospital of Dalian Medical University  Ge Healthcare  GE Healthcare  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:08:15  

    Session Name:Female Pelvis  

    Program Number:0103  

    Presentation Time:09:39   

    Room Number:Room 518A-C  

    Computer Number:

    Enhanced Value and Diagnostic Utility in Musculoskeletal MRI Using ZTE

    Author:Ryan Breighner  Erin Argentieri  Alissa Burge  Matthew Koff  Hollis Potter  

    Institution:Hospital for Special Surgery  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Value of MRI  

    Program Number:3670  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 164  

    Enhancement and Evaluation of the White Matter Connectome of the IIT Human Brain Atlas

    Author:Xiaoxiao Qi  Shengwei Zhang  Konstantinos Arfanakis  

    Institution:Illinois Institute of Technology  

    Session Type:Power Pitch  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:Pitch: Frontiers of Neuro Techniques  

    Program Number:0242  

    Presentation Time:16:00   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Enhancement and Evaluation of the White Matter Connectome of the IIT Human Brain Atlas

    Author:Xiaoxiao Qi  Shengwei Zhang  Konstantinos Arfanakis  

    Institution:Illinois Institute of Technology  

    Session Type:Power Pitch Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:17:00  

    Session Name:Poster: Frontiers of Neuro Techniques  

    Program Number:0242  

    Presentation Time:17:00   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 21  

    Ensemble learning-based analysis of T1-weighted and T2-weighted magnetic resonance (MR) radiomics for the prediction of prostate cancer grades with small-scale cohort

    Author:Huipeng Ren  Zhuanqin Ren  

    Institution:Baoji Central Hospital  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:Pelvis: Rounding Out the Bottom  

    Program Number:4034  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 5  

    EPI artifacts reduction using deep learning

    Author:Christophe Schülke  Karsten Sommer  Peter Börnert  

    Institution:Philips Research  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

    Program Number:4694  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 151  

    EPI based MR thermometry and real-time monitoring for parallel RF transmission at 7T

    Author:Guoxiang Liu  Adnan Shah  Takashi Ueguchi  R. Waggoner  Shubham Gupta  Keiji Tanaka  

    Institution:NICT  RIKEN Center for Brain Science  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:fMRI: Acquisition & Artefacts  

    Program Number:3943  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 89  

    Epicardial fat imaging with diffusion weighted MRI

    Author:Cyril Tous  Alistair Young  Beau Pontré  

    Institution:University of Auckland  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:Tissue Characterization 2  

    Program Number:2047  

    Presentation Time:16:00   

    Room Number:Exhibition Hall  

    Computer Number:Computer 97  

    EPIMix 3.0

    Author:Tim Sprenger  Ola Norbeck  Johan Berglund  Henric Rydén  Enrico Avventi  Stefan Skare  

    Institution:Karolinska Institutet  Karolinska University Hospital  MR Applied Science Laboratory Europe, GE Healthcare  

    Session Type:Combined Educational & Scientific Session  

    Session Date:Thursday, 16 May 2019  

    Session Time:16:00  

    Session Name:Value of MRI  

    Program Number:1190  

    Presentation Time:17:20   

    Room Number:Room 512A-H  

    Computer Number:

    Equivalent-Charge-Based Optimization of Spokes-and-Hub Magnets for Hand-Held and Classroom MR Imaging

    Error estimate in temperature measurement using 1H MRS with water suppression

    Author:Zhengchao Dong  Mate Milak  J Mann  

    Institution:Columbia University  New York State Psychiatric Institute  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:16:45  

    Session Name:(B) MRS: Acquisition & Analysis 2  

    Program Number:4252  

    Presentation Time:16:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 73  

    Establishing a Relationship Between Pain and Spinal Cord Demyelination using Magnetization Transfer Imaging and Thermal Sensory Testing

    Author:Nadia Barakat  Steven Staffa  Leslie Benson  Mark Gorman  David Zurakowski  David Borsook  

    Institution:Boston Children's Hospital  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:What's New in the Spinal Cord?  

    Program Number:0305  

    Presentation Time:17:36   

    Room Number:Room 518A-C  

    Computer Number:

    Estimating Aggregate Cardiomyocyte Shortening Using Diffusion and Displacement Encoded MRI

    Author:Ilya Verzhbinsky  Luigi Perotti  Kévin Moulin  Michael Loecher  Daniel Ennis  

    Institution:Stanford University  University of California - Los Angeles  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:Myocardial Function & Deformation 1  

    Program Number:2104  

    Presentation Time:16:00   

    Room Number:Exhibition Hall  

    Computer Number:Computer 154  

    Estimating compartment- and cell-specific microscopic anisotropy in the human brain using double-diffusion encoding spectroscopy at 7T

    Estimating hemodynamic response functions using motor task and resting-state EEG-fMRI data acquired during wakefulness with eyes open

    Author:Prokopis Prokopiou  Alba Xifra-Porxas  Michalis Kassinopoulos  Marie-Helene Boudrias  Georgios Mitsis  

    Institution:McGill University  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:13:30  

    Session Name:Neurovascular 1  

    Program Number:2673  

    Presentation Time:13:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 25  

    Estimating mixtures of 6D diffusion tensor distributions with "Magic DIAMOND": are b-plates better than b-spheres?

    Estimating Model and Data Dependant Uncertainty for Synthetic-CTs obtained using Generative Adversarial Networks

    Author:Matt Hemsley  Brige Chugh  Mark Ruschin  Young Lee  Chia-Lin Tseng  Greg Stanisz  Angus Lau  

    Institution:Sunnybrook Health Sciences Centre  University of Toronto  Sunnybrook Research Institute  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

    Program Number:1094  

    Presentation Time:09:03   

    Room Number:Room 520A-F  

    Computer Number:

    Estimating the Age of Healthy Children Based on Myelination Pattern in Brain MRI using a Deep Learning Neural Network Method

    Author:Yuya Saito  Akihiko Wada  Masaaki Hori  Koji Kamagata  Shigeki Aoki  

    Institution:Graduate School of Human Health Sciences, Tokyo Metropolitan University  Juntendo University Graduate School of Medicine  

    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:2837  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 16  

    Estimating the diagnostic value of IDEAL-IQ for vertebral compression fractures caused by osteoporosis and metastasis

    Author:Zhaolong Zheng  Qingliang Niu  Shasha Wu  Weiqiang Dou  

    Institution:GE Healthcare, MR Research China  GE Healthcare, MR Research China  GE Healthcare, MR Research China  WeiFang Traditional Chinese Hospital  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:08:15  

    Session Name:Bone 1  

    Program Number:1297  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 39  

    Estimation and Correction of Image Phase in diffusion weighted MRI using Deep Learning

    Author:Carolin Hecking-Veltman  Carolin Pirkl  Jonathan Dannenberg  Rolf Schulte  Tim Sprenger  Bjoern Menze  Marion Menzel  

    Institution:Ge Healthcare  GE Healthcare  Technical University Munich  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:08:15  

    Session Name:Diffusion MRI: Image Reconstruction  

    Program Number:3353  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 15  

    An estimation method for maximum local SAR with evaluation points selected by iterative SAR calculation under a restricted random condition

    Author:Takafumi Ohishi  Koji Akita  

    Institution:Canon Medical Systems  Toshiba  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:Simulating RF Safety & SAR  

    Program Number:4159  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 134  

    Estimation of Axon Conduction Delay, Conduction Speed, and Diameter from Information Flow using Diffusion MRI and MEG

    Author:Samuel Deslauriers-Gauthier  Rachid Deriche  

    Institution:Athena Project-Team, Inria, Université Côte d'Azur  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Microstructural Modelling & Mapping  

    Program Number:3543  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 35  

    Estimation of Brain Tissue Composition and Voxel Location in MR Spectroscopy Using Neural Networks

    Author:Eduardo Coello  Molly Charney  Tyler Starr  Huijun Liao  Marcia Louis  Alexander Lin  

    Institution:Boston University  Brigham and Women's Hospital  

    Session Type:Oral  

    Session Date:Tuesday, 14 May 2019  

    Session Time:13:30  

    Session Name:MRS/MRSI Analysis  

    Program Number:0516  

    Presentation Time:14:42   

    Room Number:Room 512A-H  

    Computer Number:

    Estimation of low frequency conductivity from Larmor frequency conductivity

    Author:Ulrich Katscher  Christoph Leussler  Nick Flaeschner  Fabian Wenzel  

    Institution:Philips Research  

    Session Type:Power Pitch  

    Session Date:Wednesday, 15 May 2019  

    Session Time:08:15  

    Session Name:Pitch: Mix All Physical Properties with Water & Shake Well  

    Program Number:0695  

    Presentation Time:08:15   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Estimation of low frequency conductivity from Larmor frequency conductivity

    Author:Ulrich Katscher  Christoph Leussler  Nick Flaeschner  Fabian Wenzel  

    Institution:Philips Research  

    Session Type:Power Pitch Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Poster: Mix All Physical Properties With Water & Shake Well  

    Program Number:0695  

    Presentation Time:09:15   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 30  

    Estimation of microstructural properties of white matter from multiple orientation GRE signal simulations of realistic models

    Author:Renaud Hedouin  Kwok-Shing Chan  Riccardo Metere  Jose Marques  

    Institution:Radboud University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Imaging Myelin+  

    Program Number:4907  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 14  

    Estimation of multiple fiber orientation distributions (mFODs) from diffusion MRI data using spherical deconvolution

    Author:Alberto De Luca  Fenghua Guo  Alexander Leemans  

    Institution:UMC Utrecht  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Fiber Orientations & Tractography  

    Program Number:0163  

    Presentation Time:13:57   

    Room Number:Room 511BCEF  

    Computer Number:

    Estimation of Semi-solid Saturation in Brain White Matter after Composite MT Pulses by Means of Bloch Simulation

    Author:Yicun Wang  Peter van Gelderen  Jeff Duyn  

    Institution:NINDS, NIH  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:CEST, MT & Beyond  

    Program Number:3983  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 129  

    Estimation of transceive phase via LORE-GN algorithm and its use in MREPT

    Author:Safa Ozdemir  Yusuf Ider  

    Institution:Bilkent University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Electromagnetic Tissue Mapping  

    Program Number:5053  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 160  

    European Guidelines

    Author:Luigi Grazioli  

    Institution:University of Brescia  

    Session Type:Weekday Course  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:Diverse Perspectives on Imaging-Based Diagnosis of HCC  

    Program Number:

    Presentation Time:17:00   

    Room Number:Room 516C-E  

    Computer Number:

    Evaluate the Characteristics of Spontaneous Intracranial Artery Dissection using High Resolution MRI Vessel Wall Imaging

    Author:Bing Tian  Xia Tian  Zhang Shi  Qi Liu  Jianping Lu  

    Institution:Changhai Hospital of Shanghai  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:16:45  

    Session Name:Cerebral Vessel Imaging  

    Program Number:3262  

    Presentation Time:16:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 98  

    Evaluating 8-independent channel shimming strategies to drive a 16-channel loop-dipole transceiver body imaging array at 7.0 Tesla

    Author:M. Arcan Erturk  Gregory Metzger  

    Institution:University of Minnesota  Medtronic  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:RF: Other  

    Program Number:1509  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 76  

    Evaluating brain oxygen metabolism and cognition in multiple sclerosis

    Author:Kathryn West  Dinesh Sivakolundu  Mark Zuppichini  Gayathri Maruthy  Darin Okuda  Hanzhang Lu  Bart Rypma  

    Institution:Johns Hopkins University  Johns Hopkins University  University of Texas at Dallas  University of Texas Southwestern  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:15:45  

    Session Name:Multiple Sclerosis: Connections & Disruptions  

    Program Number:3147  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 158  

    Evaluating Countermeasures Against Chemical Warfare Nerve Agents using Diffusion Tensor Imaging

    Author:Kevin Lee  Matthew Bouchard  Sara Bohnert  Steven Klaassen  Roland van den Berg  Marloes Joosen  Jeff Dunn  

    Institution:Defence Research and Development Canada-Suffield Research Centre  TNO  University of Calgary  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:13:30  

    Session Name:Aging & Neurodegeneration (Other than AD)  

    Program Number:2796  

    Presentation Time:13:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 149  

    Evaluating effect of Combination and Number of Multiple b-values in IVIM Analysis of Prostate