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Machine learning algorithms for detection of motion artifacts: a general approach

Author:Alessandro Sciarra  Hendrik Mattern  Oliver Speck  

Author Institution:Otto-von-Guericke University, Magdeburg  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Motion Correction in the Brain  

Program Number:4097  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 67  

A Machine Learning Approach for Mitigating Artifacts in Fetal Imaging due to an Undersampled HASTE Sequence

Machine learning based estimation of axonal permeability: validation on cuprizone treated in-vivo mouse model of axonal demyelination

Machine Learning for Image Analysis

Author:Ben Glocker  

Author Institution:Imperial College London  

Session Type:Combined Educational & Scientific Session  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Machine Learning for Magnetic Resonance in Medicine  

Program Number:

Presentation Time:14:15  

Room Number:N01  

Computer Number:

    Machine Learning for Prediction of Chemoradiation Therapy Response in Patients with Locally-Advanced Rectal Cancer (LARC) Using Pre- and Early-Treatment Follow-up Multiparametric MRI

    Author:Yang Zhang  Liming Shi  Xiaonan Sun  Tianye Niu  Ning Yue  Tiffany Kwong  Peter Chang  Melissa Khy  Daniel Chow  Min-Ying Su  Ke Nie  

    Author Institution:Rutgers-The State University of New Jersey  Sir Run Run Shaw Hospital, Zhejiang University School of Medicine  University of California  

    Session Type:Oral  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Pancreas/GI  

    Program Number:0829  

    Presentation Time:14:57  

    Room Number:S05  

    Computer Number:

    Machine Learning: A Clinical Perspective on CV Disease

    Author:Bharath Ambale Venkatesh  

    Author Institution:Johns Hopkins University  

    Session Type:Weekday Course  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Machine Learning in Cardiovascular Disease  

    Program Number:

    Presentation Time:14:45  

    Room Number:N02  

    Computer Number:

    ­­Macroscopic Hyperdynamic CSF and Ciliary Motion Dysfunction Predict Executive Dysfunction in Children and Adolescents with Congenital Heart Disease

    Author:Vincent Lee  Rebecca Hartog  William Reynolds  Nancy Beluk  Omar Khalifa  Daryaneh Badaly  Maliha Zahid  Rafael Ceschin  Cecilia Lo  Ashok Panigrahy  

    Author Institution:Children's Hospital of Pittsburgh UPMC  University of Pittsburgh  

    Session Type:Oral  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Pediatric Neuropathology & Neurodevelopmental Disorders  

    Program Number:0849  

    Presentation Time:14:57  

    Room Number:W03/04  

    Computer Number:

    Magnetic gradient mapping of a 3T MRI scanner using a modular array of novel three-axis Hall sensors

    Author:Joris Pascal  Nicolas Weber  Jacques Felblinger  Julien Oster  

    Author Institution:INSERM  University of Applied Sciences and Arts Northwestern Switzerland  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:Gradients & Other Effects on B0  

    Program Number:1759  

    Presentation Time:

    Room Number:Exhibition Hall 1750-1764  

    Computer Number:

    Magnetic resonance imaging of patients with conventional and MR-conditional pacemakers: assessment of risk and incidence

    Author:Markus Fahlström  Johan Olsrud  Tomas Bjerner  Elna-Marie Larsson  Carina Blomström-Lundqvist  

    Author Institution:Lund University  Uppsala University  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:MR Safety of Implants  

    Program Number:4055  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 25  

    Magnetic resonance imaging of the right ventricle: a simple scheme for self-correction of partial volume effect

    Author:Bård Bendiksen  Lili Zhang  Ivar Sjaastad  Emil Espe  

    Author Institution:Institute for Experimental Medical Research, Oslo University Hospital  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Cardiovascular Image Processing  

    Program Number:4793  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 46  

    Magnetic resonance measurements of fat content and water diffusion in muscles of glucocorticoid-treated patients with polymyalgia rheumatica compared with healthy volunteers.

    Magnetic Resonance Temperature Imaging for Nanoparticle-Mediated Tumor Photothermal Therapy

    Author:Fu Guifeng  Guo Jianxin  Wei Xiaocheng  Zhang Fan  Yang Jian  

    Author Institution:First Affiliated Hospital of Xi'An Jiaotong University  GE Healthcare  Xiamen University  

    Session Type:Power Pitch  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Pitch: Molecular & Metabolic Imaging  

    Program Number:0110  

    Presentation Time:13:45  

    Room Number:Power Pitch Theater A - Exhibition Hall  

    Computer Number:

    Magnetic Susceptibility Mapping Reveals Altered Vein Oxygenation in Patients with Brain Arteriovenous Malformations: A Preliminary Study

    Author:Emma Biondetti  Alvaro Rojas Villabona  Hans Rolf Jäger  David Thomas  Karin Shmueli  

    Author Institution:National Hospital for Neurology and Neurosurgery  University College London  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Neurovascular Imaging  

    Program Number:4809  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 63  

    Magnetically coupled RF coil for optimizing noise correlation

    Author:Yosuke Otake  Kohjiro Iwasawa  Hisaaki Ochi  Masayoshi Dohata  Yoshihisa Soutome  

    Author Institution:Hitachi, Ltd.  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:RF Coils & Electronics  

    Program Number:1701  

    Presentation Time:

    Room Number:Exhibition Hall 1689-1736  

    Computer Number:

    Magnitude versus complex-valued images for spinal cord diffusion MRI: which one is best?

    MAGNUS: An ultra-high efficiency head-only gradient coil for imaging the brain microstructure

    Malfunction of cerebellum functional connectivity in patients with mTBI. rsfMRI study.

    Mapping drug resistant epilepsy with MREG signal coefficient of variance.

    Author:Janne Kananen  Timo Tuovinen  Hanna Ansakorpi  Heta Helakari  Niko Huotari  Ville Raatikainen  Aleksi Rasila  Lauri Raitamaa  Viola Borchardt  Vesa Korhonen  Vesa Kiviniemi  

    Author Institution:Oulu University Hospital  

    Session Type:Traditional Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Task-Based fMRI: Acquisition & Analysis  

    Program Number:2339  

    Presentation Time:

    Room Number:Exhibition Hall 2322-2339  

    Computer Number:

    Marker-less co-registration of MRI data to a subject’s head via a mixed reality device

    Author:Christoph Leuze  Grant Yang  Gordon Wetzstein  Mahendra Bhati  Amit Etkin  Jennifer McNab  

    Author Institution:Stanford  

    Session Type:Traditional Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:MR-Guided Interventions  

    Program Number:1481  

    Presentation Time:

    Room Number:Exhibition Hall 1476-1508  

    Computer Number:

    A meander slot element with microstrip line match and tune

    Author:Dheyaa Alkandari  Chung-Huan Huang  Steven Wright  

    Author Institution:Texas A&M University  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:RF Coils & Electronics  

    Program Number:1696  

    Presentation Time:

    Room Number:Exhibition Hall 1689-1736  

    Computer Number:

    Measurement of Focal Laser Ablation Zones in Prostate Cancer using High Resolution Spectroscopic Imaging of the Water Resonance

    Author:Shiyang Wang  Xiaobing Fan  Ambereen Yousuf  Scott Eggener  Gregory Karczmar  Aytekin Oto  

    Author Institution:University of Chicago  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:Thermometry & MR-HIFU  

    Program Number:4036  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 6  

    Measuring dB/dt Induced Vibration in Medical Devices: Comparison of Discrete Frequencies Versus Use of a Variable-Frequency Chirp Pulse

    Author:Christine Tarapacki  Daniel Martire  Colin McCurdy  William Handler  Blaine Chronik  

    Author Institution:Western University  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:MR Safety of Implants  

    Program Number:4070  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 40  

    Measuring MRI Gradient Trajectory Dynamics using Simultaneous EEG-FMRI

    Author:Mark Chiew  Jostein Holmgren  Dean Fido  Catherine Warnaby  S. Vannesjo  

    Author Institution:Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford  

    Session Type:Oral  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Measuring & Correcting Imperfections  

    Program Number:0176  

    Presentation Time:15:33  

    Room Number:S03  

    Computer Number:

    Measuring Radio-Frequency Induced Currents On Metallic Leads Using Parallel Imaging

    Author:Yigitcan Eryaman  Sean Moen  Andrea Grant  Gregor Adriany  Kamil Ugurbil  Noam Harel  J. Thomas Vaughan  

    Author Institution:CMRR, University of Minnesota  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:MR Safety of Implants  

    Program Number:4068  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 38  

    Mechanism of Stable Cavitation Induced Signal Intensity Changes in Fast Spin Echo Images

    Mesoscopic and microscopic imaging of sensory responses in the same animal

    Metabolic concentrations in normal appearing brain tissue: 3 month after severe pediatric TBI.

    Metabolite Quantification of 1H-MRSI spectra in Multiple Sclerosis: A Machine Learning Approach

    Author:Dhritiman Das  Mike Davies  Jeremy Chataway  Siddharthan Chandran  Bjoern Menze  Ian Marshall  

    Author Institution:Technical University of Munich  University College London  University of Edinburgh  

    Session Type:Oral  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:MRS/MRSI Reconstruction & Quantification  

    Program Number:0162  

    Presentation Time:14:45  

    Room Number:S02  

    Computer Number:

    Metal artifact reduction in MRI-based radiation therapy

    Methodology for Non-Diseased Myocardium Part Segmentation of Delayed Enhancement 3D MRI by Using Watershed and Shape Priors

    Author:Dominika Kruk  Arnaud Boucher  Alain Lalande  Alexandre Cochet  Tadeusz Sliwa  

    Author Institution:University of Burgundy  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Cardiovascular Image Processing  

    Program Number:4779  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 32  

    A Methodology Towards Registering Prostate Histology and Radiologic Imaging to Validate Prostate Cancer Detection in 2D

    Author:Brandon Caldwell  Meltem Uyanik  Michael Abern  Virgilia Macias  Cristian Luciano  Richard Magin  

    Author Institution:University of Illinois at Chicago  University of Illinois at Chicago College of Medicine  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Image Analysis  

    Program Number:3431  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 119  

    Microscopic diffusion anisotropy reveals microstructural heterogeneity of malformations of cortical development associated with epilepsy: A b-tensor encoding study at 7T

    Microscopic susceptibility anisotropy imaging: A clinically viable gradient-echo MRI technique

    Author:Enrico Kaden  Umesh Rudrapatna  Irina Barskaya  Mark Does  Derek Jones  Daniel Alexander  

    Author Institution:Cardiff University  University College London  Vanderbilt University  

    Session Type:Oral  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Magnetic Susceptibility Imaging  

    Program Number:0192  

    Presentation Time:14:45  

    Room Number:S06  

    Computer Number:

    Micro-strip Surface Coils Using Fractal Geometry for 129Xe Lung Imaging Applications

    Author:Olga Dona Lemus  Norman Konyer  Michael Noseworthy  

    Author Institution:McMaster University  St. Joseph's Healthcare  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:RF Coils & Electronics  

    Program Number:1713  

    Presentation Time:

    Room Number:Exhibition Hall 1689-1736  

    Computer Number:

    Microstructure/Diffusion-Mediated MRI Signals

    Author:Jens Jensen  

    Author Institution:Medical University of South Carolina  

    Session Type:Combined Educational & Scientific Session  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Applications of Microstructural Imaging in Disease  

    Program Number:

    Presentation Time:13:45  

    Room Number:N01  

    Computer Number:

    Millitesla MRI: Improving Signal & Reducing Noise

    Author:Matthew Rosen  

    Author Institution:MGH/Martinos Center for Biomedical Imaging  

    Session Type:Member-Initiated Symposium  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Portable MRI Systems for Point-of-Care & Mobile Applications  

    Program Number:

    Presentation Time:15:21  

    Room Number:N04  

    Computer Number:

      Minimum-TR pulse design for rapid gradient echo sequences

      Author:Samy Abo Seada  Arian Beqiri  Anthony Price  Jo Hajnal  Shaihan Malik  

      Author Institution:King's College London  

      Session Type:Electronic Poster  

      Session Date:Monday, 18 June 2018  

      Session Time:13:45  

      Session:RF Pulses & Sequences  

      Program Number:3403  

      Presentation Time:

      Room Number:Exhibition Hall  

      Computer Number:Computer 90  

      Mirror Therapy Increases Resting-State Functional Connectivity in Stroke Recovery

      Author:Christine Law  Aarti Sharma  Iris Grunwald  

      Author Institution:Southend Hospital  Stanford University  

      Session Type:Traditional Poster  

      Session Date:Wednesday, 20 June 2018  

      Session Time:13:45  

      Session:fMRI: Basic Neuroscience  

      Program Number:2355  

      Presentation Time:

      Room Number:Exhibition Hall 2340-2376  

      Computer Number:

      MLS: Self-learned joint manifold geometry and sparsity aware framework for highly accelerated cardiac cine imaging

      Author:Ukash Nakarmi  Konstantinos Slavakis  Hongyu Li  Chaoyi Zhang  Peizhou Huang  Sunil Gaire  Leslie Ying  

      Author Institution:University at Buffalo  

      Session Type:Power Pitch  

      Session Date:Tuesday, 19 June 2018  

      Session Time:13:45  

      Session:Pitch: Machine Learning Unleashed  

      Program Number:0441  

      Presentation Time:13:45  

      Room Number:Power Pitch Theater A - Exhibition Hall  

      Computer Number:

      Model Predictive control of MRI-guided HIFU for Hyperthermia

      Author:Lukas Sebeke  Xi Luo  Bram de Jager  Edwin Heijman  Wmph Heemels  Holger Grüll  

      Author Institution:Eindhoven University of Technology  Philips Research Germany  University Clinic of Cologne  

      Session Type:Electronic Poster  

      Session Date:Tuesday, 19 June 2018  

      Session Time:13:45  

      Session:Thermometry & MR-HIFU  

      Program Number:4051  

      Presentation Time:

      Room Number:Exhibition Hall  

      Computer Number:Computer 21  

      Model-based Reconstruction with Automatic Scaling for Real-Time Phase-Contrast Flow MRI with Complementary Sets of Radial Spokes

      Author:Zhengguo Tan  Jost Kollmeier  Arun Joseph  Oleksandr Kalentev  Dirk Voit  Klaus-Dietmar Merboldt  Thorsten Hohage  Jens Frahm  

      Author Institution:Institut für Numerische und Angewandte Mathematik  Max-Planck-Institute for Biophysical Chemistry  

      Session Type:Electronic Poster  

      Session Date:Tuesday, 19 June 2018  

      Session Time:13:45  

      Session:Encoding & Beyond  

      Program Number:4137  

      Presentation Time:

      Room Number:Exhibition Hall  

      Computer Number:Computer 107  

      Modeling Vascular Bias in Laminar fMRI

      Author:Martin Havlicek  

      Author Institution:

      Session Type:Member-Initiated Symposium  

      Session Date:Tuesday, 19 June 2018  

      Session Time:13:45  

      Session:From Neurons to Networks: Opportunities & Challenges for Laminar fMRI  

      Program Number:

      Presentation Time:15:15  

      Room Number:N04  

      Computer Number:

        Modelling the laminar GRE-BOLD signal: integrating anatomical, physiological and methodological determinants

        Author:Alberto Merola  Nikolaus Weiskopf  

        Author Institution:Max Planck Institute for Human Cognitive and Brain Sciences  

        Session Type:Traditional Poster  

        Session Date:Wednesday, 20 June 2018  

        Session Time:13:45  

        Session:fMRI: Physiology  

        Program Number:2299  

        Presentation Time:

        Room Number:Exhibition Hall 2298-2321  

        Computer Number:

        MoDL: Model Based Deep Learning Architecture for Image Recovery with Prior Information.

        Author:Hemant Kumar Aggarwal  Merry Mani  Mathews Jacob  

        Author Institution:University of Iowa  

        Session Type:Power Pitch  

        Session Date:Tuesday, 19 June 2018  

        Session Time:13:45  

        Session:Pitch: Machine Learning Unleashed  

        Program Number:0442  

        Presentation Time:13:45  

        Room Number:Power Pitch Theater A - Exhibition Hall  

        Computer Number:

        Monitoring and Guidance on High-Intensity Focused Ultrasound Treatment by Multiple Fast Field Echo at 3.0 T MRI: Ex-Vivo Studies with Multiparametric Mapping

        Author:Jong-Min Kim  Chulhyun Lee  Young-Seung Jo  Han-Jae Chung  Seong-Dae Hong  You-Jin Jeong  Jeong-Hee Kim  Chang-Hyun Oh  

        Author Institution:Korea Basic Science Institute  Korea University  

        Session Type:Traditional Poster  

        Session Date:Monday, 18 June 2018  

        Session Time:13:45  

        Session:MR-Guided Interventions  

        Program Number:1485  

        Presentation Time:

        Room Number:Exhibition Hall 1476-1508  

        Computer Number:

        Monitoring diabetic stroke response to novel p38 MAPK inhibitor therapy using dynamic contrast enhanced magnetic resonance imaging (DCE-MRI)

        Author:Yu Cai  Shenghong Ju  

        Author Institution:Zhongda Hospital,Medical School, Southeast University  

        Session Type:Electronic Poster  

        Session Date:Wednesday, 20 June 2018  

        Session Time:13:45  

        Session:Ischemia & Stroke  

        Program Number:4820  

        Presentation Time:

        Room Number:Exhibition Hall  

        Computer Number:Computer 74  

        Monitoring High Intensity Focused Ultrasound (HIFU) ablations in real time using interventional MR Elastography (MRE)

        Author:Jonathan Vappou  Paolo Cabras  Kisoo Kim  Pramod Rao  Afshin Gangi  Elodie Breton  

        Author Institution:ICube CNRS / University of Strasbourg  

        Session Type:Electronic Poster  

        Session Date:Tuesday, 19 June 2018  

        Session Time:13:45  

        Session:Thermometry & MR-HIFU  

        Program Number:4053  

        Presentation Time:

        Room Number:Exhibition Hall  

        Computer Number:Computer 23  

        Monitoring intraluminal thrombus (ILT) progression in abdominal aortic aneurysm (AAA) using 3D black blood MRI: a longitudinal analysis

        Author:Chengcheng Zhu  Lizhen Cao  Zhaoying Wen  David Saloner  Michael Hope  

        Author Institution:University of California, San Francisco  

        Session Type:Electronic Poster  

        Session Date:Monday, 18 June 2018  

        Session Time:13:45  

        Session:Vascular  

        Program Number:3345  

        Presentation Time:

        Room Number:Exhibition Hall  

        Computer Number:Computer 31  

        Monitoring of Acute Thermal Coagulation in Muscle Using PSIF Sequence in MRI-Guided High-Intensity Focused Ultrasound Therapy

        Author:Changjun Tie  Chao Zou  Qian Wan  Yangzi Qiao  Chuanli Cheng  Xin Liu  Hairong Zheng  

        Author Institution:Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

        Session Type:Traditional Poster  

        Session Date:Monday, 18 June 2018  

        Session Time:13:45  

        Session:MR-Guided Interventions  

        Program Number:1502  

        Presentation Time:

        Room Number:Exhibition Hall 1476-1508  

        Computer Number: