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CS+SENSE for Fast UTE Knee Imaging: Technical Feasibility

Author:Yongxian Qian  Li Feng  Tiejun Zhao  Richardo Otazo  Fernando Boada  

Author Institution:New York University  Siemens Healthineers USA  

Session Type:Traditional Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Cartilage  

Program Number:1378  

Presentation Time:

Room Number:Exhibition Hall 1369-1393  

Computer Number:

CSF transport of 18F and 18FDG via the brain-wide glymphatic pathway visualized by Integrative PET-MRI

Author:Helene Benveniste  Hedok Lee  Michael Budassi  S. Smith  Mark Schweitzer  Nora Volkow  Maiken Nedergaard  Paul Vaska  

Author Institution:NIAAA  SAII  Stony Brook Medicine  University of Copenhagen  Yale School of Medicine  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:17:15  

Session:MR/PET & Molecular Imaging  

Program Number:3688  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 16  

CT synthesis for MR-only brain radiotherapy treatment planning using convolutional neural networks

Author:Anna Dinkla  Jelmer Wolterink  Matteo Maspero  Mark Savenije  Joost Verhoeff  Ivana Isgum  Peter Seevinck  Jan Lagendijk  Cornelis van den Berg  

Author Institution:UMC Utrecht  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Radiation Treatment Planning  

Program Number:3792  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 1  

CT-based surrogates of ventilation: A comparison with hyperpolarized Helium-3 and Xenon-129 MRI in lung cancer patients undergoing radiotherapy planning

Author:Bilal Tahir  Paul Hughes  Stephen Robinson  Helen Marshall  Alberto Biancardi  Neil Stewart  Graham Norquay  Ho-Fung Chan  Guilhem Collier  Kerry Hart  James Swinscoe  Matthew Hatton  Jim Wild  Rob Ireland  

Author Institution:University of Sheffield  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Radiation Treatment Planning  

Program Number:3796  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 5  

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:

Current State-Of-The-Art Imaging Protocol: Where Are The Gaps?

Author:Masoom Haider  

Author Institution:University of Toronto  

Session Type:Combined Educational & Scientific Session  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Prostate Cancer: Current Gaps & Future Directions  

Program Number:

Presentation Time:09:09  

Room Number:S02  

Computer Number:

Daily Pain in Adults with Sickle Cell Disease is Associated with Alterations in Functional Connectivity of the Brain

Author:Guangyu Chen  Arun Singavi  Nancy Wandersee  Collin Hubler  Amanda Brandow  Simpson Pippa  Shi-Jiang Li  Joshua Field  

Author Institution:BloodCenter of Wisconsin  Medical College of Wisconsin  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Brain Pathology & Ageing Brain  

Program Number:2082  

Presentation Time:

Room Number:Exhibition Hall 2061-2085  

Computer Number:

Damped Richardson-Lucy deconvolution for multi-shell diffusion MRI

Author:Fenghua Guo  Alexander Leemans  Max Viergever  Flavio Dell'Acqua  Alberto De Luca  

Author Institution:King's College London  University Medical Center Utrecht  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Fiber Orientation & Fiber Tracking  

Program Number:1554  

Presentation Time:

Room Number:Exhibition Hall 1554-1573  

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 Sharing Initiatives in Neuroimaging & Beyond: Experiences & Lessons Learned

Author:Tim Dyrby  

Author Institution:Danish Research Centre for MR  

Session Type:Member-Initiated Symposium  

Session Date:Thursday, 21 June 2018  

Session Time:15:30  

Session:Big Data, Annotations & Machine Learning for Neuro MR: A No-Brainer  

Program Number:

Presentation Time:15:53  

Room Number:N04  

Computer Number:

    A data-driven groupwise fiber clustering atlas for consistent white matter parcellation and anatomical tract identification of subjects across the lifespan

    Author:Fan Zhang  Ye Wu  Isaiah Norton  Yogesh Rathi  Nikos Makris  Lauren O'Donnell  

    Author Institution:Harvard Medical School  

    Session Type:Oral  

    Session Date:Monday, 18 June 2018  

    Session Time:08:15  

    Session:Diffusion MRI: From Fiber Orientation to Connectivity  

    Program Number:0040  

    Presentation Time:09:03  

    Room Number:N02  

    Computer Number:

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

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

    DCE/DSC Beyond Perfusion & Permeability

    Author:Ben Dickie  

    Author Institution:University of Manchester  

    Session Type:Weekend Course  

    Session Date:Sunday, 17 June 2018  

    Session Time:13:15  

    Session:Advanced Topics in Perfusion MRI: Part 1  

    Program Number:

    Presentation Time:14:30  

    Room Number:N03  

    Computer Number:

    DCE-MRI based radiomics signature: a potential biomarker for preoperative prediction of sentinel lymph node metastasis in breast cancer

    Author:Jie Ding  Chunling Liu  Karl Spuhler  Tim Duong  Changhong Liang  Shahid Hussain  Chuan Huang  

    Author Institution:Guangdong General Hospital/Guangdong Academy of Medical Sciences  Stony Brook Medicine  Stony Brook University  

    Session Type:Oral  

    Session Date:Monday, 18 June 2018  

    Session Time:08:15  

    Session:Breast  

    Program Number:0094  

    Presentation Time:08:39  

    Room Number:W03/04  

    Computer Number:

    DCE-MRI of Intracranial Artery Athoersclerosis: Quantitative Change After 6-month Statin Therapy.

    Author:Huijun Chen  Jiaqi Dou  Le He  Chunyao Wang  Haikun Qi  Qiang Zhang  Xihai Zhao  

    Author Institution:Tsinghua University  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:14:45  

    Session:Atherosclerosis & Vessel-Wall Imaging  

    Program Number:3478  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 46  

    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  

    Decomposition of brain structural connectivity using Independent component analysis

    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  

    A dedicated MRI flow laboratory for quantitative flow measurements and method development

    Author:Martin Bruschewski  Sven Grundmann  

    Author Institution:University of Rostock  

    Session Type:Electronic Poster  

    Session Date:Monday, 18 June 2018  

    Session Time:14:45  

    Session:Velocity & Flow  

    Program Number:3450  

    Presentation Time:

    Room Number:Exhibition Hall  

    Computer Number:Computer 18  

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

    Deep CEST MRI – 9.4T spectral super-resolution from 3T CEST MRI data

    Author:Moritz Zaiss  Anagha Deshmane  Kai Herz  Max Braun  Benjamin Bender  Tobias Lindig  Klaus Scheffler  

    Author Institution:Max Planck Institute for Biological Cybernetics  University Hospital Tuebingen  X  

    Session Type:Oral  

    Session Date:Tuesday, 19 June 2018  

    Session Time:08:15  

    Session:Novel CEST Methods in Cancer & Beyond  

    Program Number:0414  

    Presentation Time:09:27  

    Room Number:S05  

    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  

    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 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 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 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 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 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 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

    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  

    DeepSPIRiT: Generalized Parallel Imaging using Deep Convolutional Neural Networks

    Author:Joseph Cheng  Morteza Mardani  Marcus Alley  John Pauly  Shreyas Vasanawala  

    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:0570  

    Presentation Time:16:39  

    Room Number:N01  

    Computer Number:

    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