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Debate: Is QSM Ready for Clinical Use as a Diagnostic Tool?

Author:Won-Jin Moon  

Author Institution:Konkuk University Medical Center  

Session Type:Member-Initiated Symposium  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:QSM: From Principles to Clinical Application  

Program Number:

Presentation Time:09:55  

Room Number:S05  

Computer Number:

    Deciphering predictive models for differentiating vertebral lesions using multiparametric MRI

    Author:Durgesh Dwivedi  Anit Parihar  Rashi Rathore  Neera Kohli  Alok Dwivedi  Anil Chandra  

    Author Institution:King George's Medical University  Texas Tech University Health Sciences Center  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:08:15  

    Session:Image Analysis for Neuroimaging  

    Program Number:3144  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 70  

    Decision Curve Analysis for Prostate Biopsy using MRI with or without Dynamic Contrast Enhancement

    Author:Vinay Prabhu  Andrew Rosenkrantz  Stella Kang  

    Author Institution:NYU School of Medicine  

    Session Type:Combined Educational & Scientific Session  

    Session Date:Tuesday, 19 June 2018  

    Session Time:08:15  

    Session:Studying the Value of MRI  

    Program Number:0352  

    Presentation Time:09:20  

    Room Number:S03  

    Computer Number:

    Decoding IDH Genotype in Grade-II and -III Gliomas with Protein-based Amide Proton Transfer-Weighted (APTw) MRI

    Author:Shanshan Jiang  Qihong Rui  Hao Yu  Yu Wang  Yi Zhang  Hye-Young Heo  Jinyuan Zhou  Zhibo Wen  

    Author Institution:Johns Hopkins University  Zhejiang University  Zhujiang Hospital, Southern Medical University  

    Session Type:Oral  

    Session Date:Tuesday, 19 June 2018  

    Session Time:08:15  

    Session:Novel CEST Methods in Cancer & Beyond  

    Program Number:0410  

    Presentation Time:08:39  

    Room Number:S05  

    Computer Number:

    Decomposition of brain structural connectivity using Independent component analysis

    Decoupling strategies for Double Tuned Radio Frequency coils at 7T

    Author:F. Maggiorelli  E. Boskamp  A. Retico  G. Tiberi  J. Kaggie  F. Robb  M. Tosetti  

    Author Institution:GE Healthcare  IMAGO7 Foundation  National Institute of Nuclear Physics  University of Cambridge  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:RF Coils & Electronics  

    Program Number:1718  

    Presentation Time:

    Room Number:Exhibition Hall 1689-1736  

    Computer Number:

    Decreased Cerebral Blood Volume among those with Chronic Brain Insult in HIV

    Author:Karen Chu  Ke Wei  Thao Tran  Timothy Yao  Kim Shriner  Kevin King  

    Author Institution:Huntington Medical Research Institutes  Phil Simon Clinic  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:16:15  

    Session:Neurovascular Clinical Studies  

    Program Number:1922  

    Presentation Time:

    Room Number:Exhibition Hall 1903-1923  

    Computer Number:

    Decreased myelin water fraction in the corpus callosum at 6 months post mild traumatic brain injury

    Decreased plaque microvasculature in symptomatic carotid plaques: a DCE-MRI study

    Decreasing Water T2 based on multi-TE single-voxel MRS in fatty infiltrated skeletal muscles of patients with neuromuscular diseases

    Author:Sarah Schlaeger  Dominik Weidlich  Elisabeth Klupp  Federica Montagnese  Marcus Deschauer  Benedikt Schoser  Sarah Bublitz  Claus Zimmer  Ernst Rummeny  Jan Kirschke  Dimitrios Karampinos  

    Author Institution:Ludwig Maximilian University  Technical University of Munich  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:16:15  

    Session:MSK: Muscle 1  

    Program Number:5059  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 75  

    Dedicated 1.5T 16 channel array for MR-guided radiation treatment planning of head and neck tumors

    Author:Stefan Weick  Kathrin Breuer  Titus Lanz  Michael Sauer  Victor Lewitzki  Bülent Polat  Thorsten Bley  Michael Flentje  

    Author Institution:Rapid Biomedical GmbH  University of Würzburg  

    Session Type:Traditional Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:16:15  

    Session:Cancer Imaging  

    Program Number:1517  

    Presentation Time:

    Room Number:Exhibition Hall 1509-1553  

    Computer Number:

    Dedicated 3-Channel Surface Coil for Interventional Magnetic Resonance Imaging at 3T - First Evaluation

    Author:Lena Sonnow  Wesley Gilson  Arne Hengerer  Clifford Weiss  Himanshu Bhat  Frank Wacker  Jan Fritz  

    Author Institution:Hannover Medical School  Siemens Healthcare USA  The Johns Hopkins University School of Medicine  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:14:45  

    Session:MR-Guided Interventions (Not Thermo nor HIFU)  

    Program Number:4172  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 22  

    A Dedicated Protocol for Fat Fraction Mapping in Obese Patients: Preliminary Findings in Skeletal Muscle

    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 Generative Adversarial Neural Networks for Compressed Sensing (GANCS) Automates MRI

    Author:Morteza Mardani  Enhao Gong  Joseph Cheng  Shreyas Vasanawala  Greg Zaharchuk  Lei Xing  John Pauly  

    Author Institution:Stanford University  

    Session Type:Oral  

    Session Date:Tuesday, 19 June 2018  

    Session Time:16:15  

    Session:Deep Learning for Image Reconstruction  

    Program Number:0573  

    Presentation Time:17:15  

    Room Number:N01  

    Computer Number:

    Deep learning analysis of cardiac MRI for unsupervised classification of heart disease

    Deep Learning and Compressed Sensing: Automated Image Quality Assessment in Iterative Respiratory-Resolved Whole-Heart MRI

    Deep Learning approach for Automatic Segmentation and characterization of Traumatic Brain Injury using Multi-parametric MRI

    Author:Krishna Kanth Chitta  Abdalla Mohamed  Fatima Nasrallah  Bhanu Prakash Kn  

    Author Institution:Singapore Bioimaging Consortium  The University of Queensland  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:08:15  

    Session:Image Analysis for Neuroimaging  

    Program Number:3142  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 68  

    A Deep Learning Approach to Synthesize FLAIR Image from T1WI and T2WI

    Author:Takashi Abe  Noriko Salamon  

    Author Institution:University of California, Los Angeles  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:08:15  

    Session:Image Analysis for Neuroimaging  

    Program Number:3130  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 56  

    Deep Learning Based Approach for Main and RF Field Maps Estimation in MRI

    Author:Kavitha Manickam  Jaganathan Vellagoundar  

    Author Institution:GE Healthcare  

    Session Type:Oral  

    Session Date:Monday, 18 June 2018  

    Session Time:13:45  

    Session:Measuring & Correcting Imperfections  

    Program Number:0173  

    Presentation Time:14:57  

    Room Number:S03  

    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 pseudo-CT computation and its application for PET/MR attenuation correction and MR-guided radiation therapy planning

    Author:Sandeep Kaushik  Cristina Cozzini  Mikael Bylund  Jaewon Yang  Dattesh Shanbhag  Joakim Jonsson  Josef Lundman  Thomas Hope  Tufve Nyholm  Andrew Leynes  Peder Larson  Florian Wiesinger  

    Author Institution:GE Global Research  GE Healthcare  UCSF  Umeå University  

    Session Type:Oral  

    Session Date:Thursday, 21 June 2018  

    Session Time:15:30  

    Session:Methods & Applications for PET/MR  

    Program Number:1253  

    Presentation Time:15:54  

    Room Number:S06  

    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  

    A Deep Learning Based Solution for Vertebrae Segmentation of Whole Spine MR Images: A Step Closer to Automated Whole Spine Labeling

    Author:Kavitha Manickam  Jignesh Dholakia  Vignesh Singh  

    Author Institution:GE Healthcare  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:08:15  

    Session:Image Analysis for Neuroimaging  

    Program Number:3143  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 69  

    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 convolutional neural networks accurately classify genetic mutations and survival in gliomas

    Author:Peter Chang  Melissa Khy  Yang Zhang  Min-Ying Su  Daniel Chow  

    Author Institution:University of California, Irvine  University of California, San Francisco  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:16:15  

    Session:Genes, Their Correlates & Other Biomarkers  

    Program Number:3655  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 103  

    Deep learning diffusion fingerprinting to detect brain tumour response to chemotherapy

    Author:Thomas Roberts  Ben Hipwell  Giulia Agliardi  Valerie Taylor  Mark Lythgoe  Simon Walker-Samuel  

    Author Institution:University College London  

    Session Type:Power Pitch  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:Pitch: Machine Learning Unleashed  

    Program Number:0433  

    Presentation Time:13:45  

    Room Number:Power Pitch Theater A - Exhibition Hall  

    Computer Number:

    Deep learning diffusion fingerprinting to detect brain tumour response to chemotherapy

    Author:Thomas Roberts  Ben Hipwell  Giulia Agliardi  Valerie Taylor  Mark Lythgoe  Simon Walker-Samuel  

    Author Institution:University College London  

    Session Type:Electronic Power Pitch Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:14:45  

    Session:Poster: Machine Learning Unleashed  

    Program Number:0433  

    Presentation Time:13:45  

    Room Number:Power Pitch Theater A - Exhibition Hall  

    Computer Number:Plasma 6  

    Deep Learning Enables 90% Reduction in Gadolinium Dosage for Contrast Enhanced MRI

    Author:Enhao Gong  John Pauly  Max Wintermark  Greg Zaharchuk  

    Author Institution:Stanford University  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:14:45  

    Session:Safety: Bioeffects, Magnetic Fields & Contrast Agents  

    Program Number:4190  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 40  

    Deep Learning for Automated Medical Image Quality Assessment: Proof of Concept in Whole-Heart Magnetic Resonance Imaging

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

    Deep Learning Image Classification for Automatic Frequency Adjustment in High Field Cardiac MR Imaging

    Author:James Goldfarb  Jie Cao  

    Author Institution:St Francis Hospital  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Cardiovascular Image Processing  

    Program Number:4787  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 40  

    Deep Learning Lung Segmentation in Paediatric Patients

    Author:Orso Pusterla  Simon Andermatt  Grzegorz Bauman  Sylvia Nyilas  Philipp Madörin  Tanja Haas  Simon Pezold  Francesco Santini  Philipp Latzin  Philippe Cattin  Oliver Bieri  

    Author Institution:Children's Hospital of Bern  University Hospital Basel  University of Basel  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:16:15  

    Session:Lung MRI  

    Program Number:4355  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 85  

    Deep learning MR reconstruction with Automated Transform by Manifold Approximation (AUTOMAP) in real-world acquisitions with imperfect training

    Author:Bo Zhu  Berkin Bilgic  Congyu Liao  Bruce Rosen  Matthew Rosen  

    Author Institution:Massachusetts General Hospital, Harvard Medical School  

    Session Type:Oral  

    Session Date:Tuesday, 19 June 2018  

    Session Time:16:15  

    Session:Deep Learning for Image Reconstruction  

    Program Number:0572  

    Presentation Time:17:03  

    Room Number:N01  

    Computer Number:

    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 with synthetic data for free water elimination in diffusion MRI

    Author:Miguel Molina-Romero  Pedro Gómez  Shadi Albarqouni  Jonathan Sperl  Marion Menzel  Bjoern Menze  

    Author Institution:GE Global Research Europe  Technical University of Munich  

    Session Type:Traditional Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:08:15  

    Session:Diffusion MRI: Acquisition & Reconstruction  

    Program Number:1651  

    Presentation Time:

    Room Number:Exhibition Hall 1613-1655  

    Computer Number:

    Deep Learning-based MRI Image Analysis for the Prediction of Conversion from Mild Cognitive Impairment to Alzheimer's Disease

    Author:Weiming Lin  Min Du  Di Guo  Xiaofeng Du  Yonggui Yang  Gang Guo  Xiaobo Qu  

    Author Institution:Fuzhou University  Xiamen 2nd Hospital, Xiamen  Xiamen University  Xiamen University of Technology  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:17:15  

    Session:Alzheimer's Disease & Other Dementias  

    Program Number:3763  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 91  

    Deep learning-based real time MRI

    Author:Vahid Ghodrati  Jiaxin Shao  Ziwu Zhou  Yu Gao  Fadil Abbas Ali  Fei Han  Peng Hu  

    Author Institution:University of California, Los Angeles  

    Session Type:Electronic Poster  

    Session Date:Tuesday, 19 June 2018  

    Session Time:13:45  

    Session:Motion Correction in the Brain  

    Program Number:4095  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 65  

    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 neural network based framework for in-vivo axonal permeability estimation

    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 3D black-blood imaging using automatic labeling technique and 3D convolutional neural networks for detection of metastatic brain tumors

    Author:Yohan Jun  Taejoon Eo  Taeseong Kim  Hyungseob Shin  Dosik Hwang  Sohi Bae  Yaewon Park  Hojoon Lee  Byoungwook Choi  Sungsoo Ahn  

    Author Institution:Ewha Womans University College of Medicine  Yonsei University  Yonsei University College of Medicine  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:13:45  

    Session:Brain Tumours  

    Program Number:4857  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 110  

    DeepQSM - Solving the Quantitative Susceptibility Mapping Inverse Problem Using Deep Learning

    Deep-SENSE: Learning Coil Sensitivity Functions for SENSE Reconstruction Using Deep Learning

    Author:Xi Peng  Kevin Perkins  Bryan Clifford  Brad Sutton  Zhi-Pei Liang  

    Author Institution:University of Illinois at Urbana-Champaign  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:14:45  

    Session:Image Reconstruction Potpourri  

    Program Number:3528  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 96  

    Deformable registration of calf muscle MRI using an improved Demons approach

    Author:Sarath Chintalapati  Christopher Conlin  Gwenael Layec  Stephen Decker  Nan Hu  Jiawei Dong  Christopher Hanrahan  Michelle Mueller  Lillian Khor  Vivian Lee  Jeff Zhang  

    Author Institution:University of Utah  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:17:15  

    Session:MSK: Muscle 2 & Other Original Research  

    Program Number:5137  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 57  

    Delayed fMRI timing in the human auditory cortex in lexical processing is correlated with increased EEG power in beta band

    Author:Hsin-Ju Lee  Hui-Chuan Chang  Ying-Hua Chu  Wen-Jui Kuo  Fa-Hsuan Lin  

    Author Institution:National Taiwan University  National Yang Ming University  

    Session Type:Electronic Poster  

    Session Date:Wednesday, 20 June 2018  

    Session Time:08:15  

    Session:fMRI: Multimodal Approaches  

    Program Number:4517  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 8