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Computer aided quantification of prostate cancer diffusion-weighted imaging: repeatability analysis of radiomics as biomarkers for Gleason score prediction

Computer-aided diagnosis of hepatocellular carcinoma and hepatic cavernous hemangioma using non-enhanced MRI with a random forest classifier

Author:Jingjun Wu  Ailian Liu  Jingjing Cui  Lizhi Xie  

Author Institution:GE Healthcare, MR Research  Huiying Medical Technology Co., Ltd.  The First Affiliated Hospital of Dalian Medical University  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Machine Learning for Cancer Applications  

Program Number:2712  

Presentation Time:

Room Number:Exhibition Hall 2711-2725  

Computer Number:

Concomitant B1 Field in Low-Field MRI: Potential Contributions to TRASE Image Artefacts

The connectivity fingerprint of the fusiform gyrus predicts the Autism Observation Scale for Infants (AOSI) in Tuberous Sclerosis Complex

Author:Benoit Scherrer  Kush Kapur  Anna Prohl  Jurriaan Peters  Xavier Tomas-Fernandez  Darcy Krueger  Mustafa Sahin  Simon Warfield  

Author Institution:Boston Children's Hospital, Harvard Medical School  Cincinnati Children's Hospital Medical Center  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Diffusion MRI: Applications  

Program Number:1030  

Presentation Time:08:36  

Room Number:N04  

Computer Number:

Connectomics Correlates of Neurocognitive Deficits in Gulf War Illness Patients: A Resting State fMRI Study

Author:Kaundinya Gopinath  Unal Sakoglu  Bruce Crosson  Robert Haley  

Author Institution:Atlanta VAMC  Emory University  University of Houston Clear-Lake  UT Southwestern Medical Center  

Session Type:Power Pitch  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Pitch: Neurodegeneration  

Program Number:0979  

Presentation Time:08:00  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Constrained analysis of b-tensor encoding diffusion data with multiple echo times allows estimation of compartment-specific T2 relaxation times in white matter.

Author:Björn Lampinen  Filip Szczepankiewicz  Daniel Topgaard  Oskar Hansson  Danielle van Westen  Markus Nilsson  

Author Institution:Lund University  Random Walk Imaging AB  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Microstructure: Modeling  

Program Number:5240  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 42  

Contrast Agents: Practical Use & Safety Aspects

Author:Giles Roditi  

Author Institution:Glasgow Royal Infirmary  

Session Type:Weekend Course  

Session Date:Sunday, 17 June 2018  

Session Time:08:00  

Session:Cardiovascular MRI: Vascular: Part 1  

Program Number:

Presentation Time:08:00  

Room Number:S01  

Computer Number:

    Contrast-Enhanced MRA

    Author:Jeremy Collins  

    Author Institution:Northwestern University  

    Session Type:Weekend Course  

    Session Date:Sunday, 17 June 2018  

    Session Time:08:00  

    Session:Cardiovascular MRI: Vascular: Part 1  

    Program Number:

    Presentation Time:08:20  

    Room Number:S01  

    Computer Number:

      The contribution of astrocytic aquaporin-4 to gray and white matter diffusion ansiotropy

      Author:Andre Obenaus  Jacqueline Coats  Andrew Fukada  Wei Sun  Jerome Badaut  

      Author Institution:Loma Linda University  Université de Bordeaux  University of California Irvine  

      Session Type:Electronic Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Brain Microstructure  

      Program Number:5261  

      Presentation Time:

      Room Number:Exhibition Hall  

      Computer Number:Computer 63  

      Convolutional neural network segmentation of skeletal muscle NMR images

      Author:Eduard Snezhko  Noura Azzabou  Pierre-Yves Baudin  Pierre Carlier  

      Author Institution:Consultants for Research in Imaging and Spectroscopy  Institute of Myology  United Institute of Informatics Problems  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Learning Image Reconstruction  

      Program Number:2800  

      Presentation Time:

      Room Number:Exhibition Hall 2781-2807  

      Computer Number:

      Correcting for contrast differences across 3D T1 acquisitions

      Author:Sean Hatton  Donald Hagler  Joshua Kuperman  William Kremen  Anders Dale  

      Author Institution:University of California, San Diego  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Acquisition, Reconstruction, Analysis  

      Program Number:2866  

      Presentation Time:

      Room Number:Exhibition Hall 2864-2895  

      Computer Number:

      Correction of Ferromagnetic Object Artifacts Using Simulated Off-Resonance Map

      Author:Sina Amirrajab  Vahid Ghodrati  Abbas Moghaddam  

      Author Institution:Amirkabir University of Technology (Tehran Polytechnic)  University of California, Los Angeles  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Acquisition, Reconstruction, Analysis  

      Program Number:2885  

      Presentation Time:

      Room Number:Exhibition Hall 2864-2895  

      Computer Number:

      CoverBLIP: scalable iterative matched-filtering for MR Fingerprint recovery

      Author:Mohammad Golbabaee  Zhouye Chen  Yves Wiaux  Michael Davies  

      Author Institution:Heriot-Watt University  University of Edinburgh  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Acquisition, Reconstruction, Analysis  

      Program Number:2890  

      Presentation Time:

      Room Number:Exhibition Hall 2864-2895  

      Computer Number:

      Crossed cerebellar diaschisis: diagnostic & prognostic value of BOLD fMRI cerebrovascular reactivity

      Author:Marco Piccirelli  Martina Sebök  Christiaan van Niftrik  Oliver Bozinov  Susanne Wegener  Giuseppe Esposito  Athina Pangalu  Antonios Valavanis  Alfred Buck  Andreas Luft  Luca Regli  Jorn Fierstra  

      Author Institution:University Hospital Zurich  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Value of MRI  

      Program Number:2647  

      Presentation Time:

      Room Number:Exhibition Hall 2627-2647  

      Computer Number:

      Current State of the Art

      Author:Hersh Chandarana  

      Author Institution:NYU Langone Medical Center  

      Session Type:Weekend Course  

      Session Date:Saturday, 16 June 2018  

      Session Time:08:00  

      Session:Body MRI: Realities & Controversies: Expanding the MRI Clinical Frontier  

      Program Number:

      Presentation Time:08:00  

      Room Number:S02  

      Computer Number:

      Dark-blood T2 mapping for improved assessment of the left ventricular subendocardium, right ventricle and left atrium

      Author:Chenxi Hu  Dana Peters  

      Author Institution:Yale University  

      Session Type:Oral  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:CMR Innovations  

      Program Number:1053  

      Presentation Time:09:12  

      Room Number:S03  

      Computer Number:

      A Data Driven Nyquist Ghost and Gradient Delay Correction for Navigator-Free 3D Planes on a Paddlewheel (POP) EPI

      Author:Daniel Stäb  Tobias Wech  Markus Barth  

      Author Institution:The University of Queensland  University Hospital Würzburg  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Pulses, Sequences, Motion & Artefacts  

      Program Number:2677  

      Presentation Time:

      Room Number:Exhibition Hall 2661-2710  

      Computer Number:

      Data driven sampling of k-space using GO-Active technique

      Author:Pavan Poojar  Ashok Reddy  Amaresha Konar  Ramesh Venkatesan  Sairam Geethanath  

      Author Institution:Dayananda Sagar Institutions  GE, Healthcare  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Pulses, Sequences, Motion & Artefacts  

      Program Number:2699  

      Presentation Time:

      Room Number:Exhibition Hall 2661-2710  

      Computer Number:

      Data processing methods for the extraction of novel FFC-MRI biomarkers

      Author:Lionel Broche  Vasileios Zampetoulas  David Lurie  

      Author Institution:University of Aberdeen  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Image Analysis & Post-Acquisition Computing  

      Program Number:2863  

      Presentation Time:

      Room Number:Exhibition Hall 2828-2863  

      Computer Number:

      Data-Driven Image Contrast Synthesis from Efficient Mixed-Contrast Sequences

      Author:Jonathan Tamir  Valentina Taviani  Shreyas Vasanawala  Michael Lustig  

      Author Institution:GE Healthcare  Stanford University  University of California, Berkeley  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Learning Image Reconstruction  

      Program Number:2793  

      Presentation Time:

      Room Number:Exhibition Hall 2781-2807  

      Computer Number:

      Data-driven modelling of diffusion MRI changes in Amyotrophic Lateral Sclerosis (ALS) indicates evolution of distal prior to proximal corticospinal tract pathology

      DCE Acquisition & Reconstruction

      Author:Anders Garpebring  

      Author Institution:Umeå University  

      Session Type:Weekend Course  

      Session Date:Sunday, 17 June 2018  

      Session Time:08:00  

      Session:Basics of Perfusion Imaging: Part 1  

      Program Number:

      Presentation Time:09:06  

      Room Number:N03  

      Computer Number:

      Decomposition of brain structural connectivity using Independent component analysis

      Deep Convolutional Neural Network Enhanced 3D High Resolution Turbo Spin Echo Intracranial Vessel Wall Imaging

      Author:Zechen Zhou  Shuo Chen  Jiayi Wu  Xihai Zhao  Peter Börnert  Chun Yuan  

      Author Institution:Philips Research Hamburg  Philips Research North America  Tsinghua University  University of Washington  Xi'an Jiaotong University  

      Session Type:Oral  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:CMR Innovations  

      Program Number:1049  

      Presentation Time:08:24  

      Room Number:S03  

      Computer Number:

      Deep learning Based Liver Segmentation from MR Images Using 3D Mutli-Resolution Convolutional Neural Networks

      Author:Mootaz Eldib  Jonathan Riek  

      Author Institution:BioTelemetry Research  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Machine Learning for Tissue Segmentation & Classification  

      Program Number:2730  

      Presentation Time:

      Room Number:Exhibition Hall 2726-2738  

      Computer Number:

      Deep learning based MR image diagnostic quality deduction to reduce patient recall

      Author:Arathi Sreekumari  Ileana Hancu  Dirk Beque  Keith Park  Uday Patil  Desmond Teck Beng Yeo  Thomas Foo  Dattesh Shanbhag  

      Author Institution:GE Global Research  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Classification & Prediction for Function & Disease  

      Program Number:2747  

      Presentation Time:

      Room Number:Exhibition Hall 2739-2751  

      Computer Number:

      Deep learning based segmentation of cardiomyocytes to aid numerical simulations of diffusion cardiovascular magnetic resonance

      Author:Jan Rose  Wee Zhao Chua Khoo  Sonia Nielles-Vallespin  Pedro Ferreira  David Firmin  Andrew Scott  Denis Doorly  

      Author Institution:Imperial College London  National Institute of Health  Royal Brompton Hospital  

      Session Type:Electronic Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Microstructure: Modeling  

      Program Number:5238  

      Presentation Time:

      Room Number:Exhibition Hall  

      Computer Number:Computer 40  

      Deep Learning Captures More Accurate Diffusion Fiber Orientations Distributions than Constrained Spherical Deconvolution

      Author:Vishwesh Nath  Kurt Schilling  Prasanna Parvathaneni  Allison Hainline  Colin Hansen  Camilo Bermudez  Andrew Plassard  Justin Blaber  Vaibhav Janve  Yurui Gao  Iwona Stepniewska  Adam Anderson  Bennett Landman  

      Author Institution:Vanderbilt University  

      Session Type:Electronic Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Microstructure: Modeling  

      Program Number:5225  

      Presentation Time:

      Room Number:Exhibition Hall  

      Computer Number:Computer 27  

      Deep Learning for Magnetic Resonance Fingerprinting: Accelerating the Reconstruction of Quantitative Relaxation Maps

      Deep Learning Reconstruction for Tailored Magnetic Resonance Fingerprinting

      Author:Amaresha Konar  Vineet Bhombore  Imam Shaik  Seema Bhat  Rajagopalan Sundaresan  Sachin Jambawalikar  Ramesh Venkatesan  Sairam Geethanath  

      Author Institution:Columbia University  Dayananda Sagar Institutions  GE Healthcare  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Learning Image Reconstruction  

      Program Number:2790  

      Presentation Time:

      Room Number:Exhibition Hall 2781-2807  

      Computer Number:

      Deep learning-based whole head segmentation for simultaneous PET/MR attenuation correction

      Author:Jakub Baran  Kamlesh Pawar  Nicholas Ferris  Sharna Jamadar  Marian Cholewa  Zhaolin Chen  Gary Egan  

      Author Institution:Monash University  University of Rzeszow  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Machine Learning for Tissue Segmentation & Classification  

      Program Number:2726  

      Presentation Time:

      Room Number:Exhibition Hall 2726-2738  

      Computer Number:

      Deep Recurrent Neural Network Based Learning for Determining Structural Changes in Brain MRE: Towards Early Detection of Alzheimer’s

      Author:Raghuprasad M S  

      Author Institution:GE Healthcare  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Classification & Prediction for Function & Disease  

      Program Number:2740  

      Presentation Time:

      Room Number:Exhibition Hall 2739-2751  

      Computer Number:

      Deep Sinogram Learning for Radial MRI: Comparison with k-space and Image Learning

      Author:Taeseong Kim  Taejoon Eo  Doohyun Park  Yohan Jun  Dosik Hwang  

      Author Institution:Yonsei University  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Learning Image Reconstruction  

      Program Number:2799  

      Presentation Time:

      Room Number:Exhibition Hall 2781-2807  

      Computer Number:

      Deep Generative Adversarial Networks for High Resolution fMRI using Variable Density Spiral Sampling

      Author:Tianle Cao  Xuesong Li  Yan Tong  Hua Guo  

      Author Institution:Tsinghua University  University of Oxford  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Learning Image Reconstruction  

      Program Number:2783  

      Presentation Time:

      Room Number:Exhibition Hall 2781-2807  

      Computer Number:

      Deep-learned STIR imaging via Deep Learning with multi-contrast MRI

      Author:Hanbyol Jang  Jinseong Jang  Kihun Bang  Dosik Hwang  

      Author Institution:Yonsei University  

      Session Type:Traditional Poster  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Learning Image Reconstruction  

      Program Number:2806  

      Presentation Time:

      Room Number:Exhibition Hall 2781-2807  

      Computer Number:

      Design & Performance of Continuous Crystal PET Inserts for Preclinical High-Field PET/MR Imaging

      Author:Sven Junge  

      Author Institution:

      Session Type:Member-Initiated Symposium  

      Session Date:Thursday, 21 June 2018  

      Session Time:08:00  

      Session:Recent Development of Preclinical PET/MR: From Hardware to Applications  

      Program Number:

      Presentation Time:08:24  

      Room Number:S04  

      Computer Number:

        Detection of Medication-Induced Changes in Thalamic GABA in Patients with Parkinson’s Disease Using J-Edited Spectroscopy

        Author:Paula Trujillo  Ya-Chen Lin  Nelleke van Wouwe  Kalen Petersen  Adam Stark  Nivedita Kukreti  Hakmook Kang  Manus Donahue  Daniel Claassen  

        Author Institution:Vanderbilt University  Vanderbilt University Medical Center  

        Session Type:Power Pitch  

        Session Date:Thursday, 21 June 2018  

        Session Time:08:00  

        Session:Pitch: Neurodegeneration  

        Program Number:0981  

        Presentation Time:08:00  

        Room Number:Power Pitch Theater A - Exhibition Hall  

        Computer Number:

        Development and Validation of a Classifier for Prediction of Distant Metastasis in Nasopharyngeal Carcinoma at Initial Staging

        Author:Bin Zhang  

        Author Institution:The First Affiliated Hospital of Jinan University  

        Session Type:Traditional Poster  

        Session Date:Thursday, 21 June 2018  

        Session Time:08:00  

        Session:Machine Learning for Cancer Applications  

        Program Number:2714  

        Presentation Time:

        Room Number:Exhibition Hall 2711-2725  

        Computer Number:

        Development of a diffusion-weighted SSFP acquisition and processing pipeline to quantify the diffusion properties of the post-mortem ALS brain at 7T

        Author:Benjamin Tendler  Saad Jbabdi  Sean Foxley  Menuka Pallebage-Gamarallage  Moises Hernandez Fernandez  Ricarda Menke  Thomas Nichols  Martin Turner  Olaf Ansorge  Karla Miller  

        Author Institution:University of Chicago  University of Oxford  

        Session Type:Oral  

        Session Date:Thursday, 21 June 2018  

        Session Time:08:00  

        Session:Diffusion MRI: Applications  

        Program Number:1027  

        Presentation Time:08:00  

        Room Number:N04  

        Computer Number:

        Development of a spiral spin- and gradient-echo (spiral-SAGE) approach for improved dynamic contrast neuroimaging

        Author:Ashley Stokes  Ryan Robison  Ashley Anderson III  James Pipe  C. Quarles  

        Author Institution:Barrow Neurological Institute  

        Session Type:Traditional Poster  

        Session Date:Thursday, 21 June 2018  

        Session Time:08:00  

        Session:Pulses, Sequences, Motion & Artefacts  

        Program Number:2674  

        Presentation Time:

        Room Number:Exhibition Hall 2661-2710  

        Computer Number:

        Development of Multimodal Neuroimaging Technology at Ultrahigh Field for Studying Brain Function from Cell to Network

        Differentiating Brachytherapy and Intraprostatic Gold Fiducial Markers with Varying Off-Resonant Frequency Offsets

        Author:Evan McNabb  Raimond Wong  Michael Noseworthy  

        Author Institution:Juravinski Cancer Centre  McMaster University  

        Session Type:Traditional Poster  

        Session Date:Thursday, 21 June 2018  

        Session Time:08:00  

        Session:Acquisition, Reconstruction, Analysis  

        Program Number:2873  

        Presentation Time:

        Room Number:Exhibition Hall 2864-2895  

        Computer Number:

        Diffusion Changes in Normal-Appearing White Matter in Tracts Affected by White Matter Hyperintensities

        Author:Rozanna Meijboom  Susana Muñoz Maniega  Maria Valdés Hernández  Nathalie Royle  Zoe Morris  John Starr  Mark Bastin  Ian Deary  Joanna Wardlaw  

        Author Institution:University of Edinburgh  

        Session Type:Electronic Poster  

        Session Date:Thursday, 21 June 2018  

        Session Time:08:00  

        Session:Brain Microstructure  

        Program Number:5266  

        Presentation Time:

        Room Number:Exhibition Hall  

        Computer Number:Computer 68  

        Diffusion Encoding Using MRI: Single Pulse, Double Pulse, Oscillating Gradients

        Author:Andrada Ianus  Ivana Drobnjak  

        Author Institution:University College London  

        Session Type:Weekend Course  

        Session Date:Sunday, 17 June 2018  

        Session Time:08:00  

        Session:Introduction to Diffusion: Part 1  

        Program Number:

        Presentation Time:08:22  

        Room Number:S04  

        Computer Number:

          Diffusion Images for Assessing Glymphatic System

          Author:Toshiaki Taoka  

          Author Institution:Nagoya University  

          Session Type:Weekday Course  

          Session Date:Thursday, 21 June 2018  

          Session Time:08:00  

          Session:What You Need to Know About Neuroinflammation & the Glymphatic System  

          Program Number:

          Presentation Time:09:30  

          Room Number:N01  

          Computer Number:

          Diffusion MR Signal to Quality Data: Preprocessing & Distortion Correction

          Author:Stamatios Sotiropoulos  

          Author Institution:Sir Peter Mansfield Imaging Centre, School of Medicine, University of Nottingham  

          Session Type:Weekend Course  

          Session Date:Sunday, 17 June 2018  

          Session Time:08:00  

          Session:Introduction to Diffusion: Part 1  

          Program Number:

          Presentation Time:09:06  

          Room Number:S04  

          Computer Number:

          A diffusion MRI based computer-guided assistance approach for the diagnosis of breast lesions with high accuracy and without the need for contrast agents.

          Author:Mariko Goto  Denis Le Bihan  Koji Sakai  Kei Yamada  

          Author Institution:Kyoto Prefectural University of Medicine  

          Session Type:Power Pitch  

          Session Date:Thursday, 21 June 2018  

          Session Time:08:00  

          Session:Pitch: Body: Power Potpourri  

          Program Number:0994  

          Presentation Time:08:00  

          Room Number:Power Pitch Theater B - Exhibition Hall  

          Computer Number:

          Diffusion tensor changes in acute neuroinflammation in rats

          Diffusion tensor imaging in a rat model of brain stem ischemia reveals structural remodeling contralateral to the ischemic lesion

          Author:Lydia Wachsmuth  Jens Minnerup  Jan-Kolja Strecker  Kai Diederich  Cornelius Faber  

          Author Institution:University of Muenster  

          Session Type:Electronic Poster  

          Session Date:Thursday, 21 June 2018  

          Session Time:08:00  

          Session:Brain Microstructure  

          Program Number:5265  

          Presentation Time:

          Room Number:Exhibition Hall  

          Computer Number:Computer 67