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Deep reinforcement learning designed RF pulse

Author:Dongmyung Shin  Sooyeon Ji  Doohee Lee  Se-Hong Oh  Jongho Lee  

Institution:Hankuk University of Foreign Studies  Seoul National University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:New Pulses & Encoding Schemes  

Program Number:0757  

Presentation Time:08:27   

Room Number:Room 710A  

Computer Number:

Deep residual learning of radial under sampling artefacts for real-time MR image guidance during radiotherapy

Author:Bjorn Stemkens  Cheryl Sital  Max Blokker  Tom Bruijnen  Jan Lagendijk  Rob Tijssen  Cornelis van den Berg  

Institution:University Medical Center Utrecht  MR Code B.V.  University of Technology Eindhoven  VU Amsterdam  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Cutting-Edge Advances in Cancer Imaging  

Program Number:0194  

Presentation Time:14:09   

Room Number:Room 520A-F  

Computer Number:

Deep Residual Neural Networks for QSM Background Removal

Author:Juan Liu  Andrew Nencka  Kevin Koch  

Institution:Marquette University and Medical College of Wisconsin  Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Enhancement, Quality Assessment & Synthetic Image Generation  

Program Number:4852  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 134  

Deep Scaled Domain Learning for Compressed MRI using Optional Scaling Transform

Author:Satoshi ITO  Kohei SATO  

Institution:Utsunomiya University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4652  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 109  

Deep Spatiotemporal Phase Unwrapping of Phase-Contrast MRI Data

Author:Jiacheng Jason He  Christopher Sandino  David Zeng  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Technical Advances in Flow Imaging  

Program Number:1962  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Deep transform networks for scalable learning of MR reconstruction

DeepCEST: 9.4 T spectral super resolution from 3 T CEST MRI data - optimization of network architectures

Author:Moritz Zaiss  Florian Martin  Felix Glang  Kai Herz  Anagha Deshmane  Benjamin Bender  Tobias Lindig  Klaus Scheffler  

Institution:Max Planck Institute for Biological Cybernetics  University Clinic Tuebingen  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:Fat, QSM & CEST  

Program Number:4016  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 162  

DeepKidney: Deep segmentation of MR images for automated glomerular function quantification in heterogeneous pediatric patients

Author:Edgar Rios Piedra  Morteza Mardani  Ukash Nakarmi  Joseph Cheng  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Using MRI to Measure Numbers Outside of the Brain  

Program Number:4380  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Deep-Learning-Based Denoising of Diffusion-Weighted Prostate Images

Author:Elena Kaye  Yousef Mazaheri  Maggie Fung  Ross Schmidtlein  Ricardo Otazo  Oguz Akin  Herbert Alberto Vargas  

Institution:Ge Healthcare  GE Healthcare  Memorial Sloan Kettering Cancer Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1726  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 121  

DeepQSM: Using Deep Learning to Solve the Dipole Inversion for MRI Susceptibility

Author:Steffen Bollmann  

Institution:The University of Queensland  

Session Type:Member-Initiated Symposium  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Deep Learning for Mapping of Electromagnetic Tissue Properties  

Program Number:

Presentation Time:16:21   

Room Number:Room 513A-C  

Computer Number:

    DeepRad: An Accessible, Open-source Tool for Deep Learning in Medical Imaging

    Author:Jinnian Zhang  Samuel Hurley  Varun Jog  Alan McMillan  

    Institution:University of Wisconsin  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Software & Tools  

    Program Number:4821  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 103  

    DeepSPIO: A SPIO particles quantification method using Deep Learning

    Default mode networks connectivity characterization in young adults with sickle cell disease using 7T resting functional magnetic resonance imaging

    Author:Nadim Farhat  Helmet Karim  Tales Santini  Neilesh Vinjamuri  Howard Aizenstein  Enrico Novelli  Tamer Ibrahim  

    Institution:University of Pittsburgh  University of Pittsburgh school of medicine   

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:fMRI Connectivity Applications: Human  

    Program Number:3904  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 50  

    Defining subnetworks by rich-club architecture in 16p11.2 deletion syndrome reveals differential structural white-matter alterations

    Author:Ai Wern Chung  Banu Ahtam  P. Ellen Grant  Kiho Im  

    Institution:Boston Children's Hospital, Harvard Medical School  

    Session Type:Power Pitch  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:Pitch: Diffusion: Applications  

    Program Number:0346  

    Presentation Time:08:15   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Defining subnetworks by rich-club architecture in 16p11.2 deletion syndrome reveals differential structural white-matter alterations

    Author:Ai Wern Chung  Banu Ahtam  P. Ellen Grant  Kiho Im  

    Institution:Boston Children's Hospital, Harvard Medical School  

    Session Type:Power Pitch Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:09:15  

    Session Name:Poster: Diffusion: Applications  

    Program Number:0346  

    Presentation Time:09:15   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 20  

    Deformable slice-to-volume registration for respiratory motion correction in abdominal and in-utero MRI

    Author:Alena Uus  Tong Zhang  Laurence Jackson  Mary Rutherford  Joseph Hajnal  Maria Deprez  

    Institution:King's College London  King's College London  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Motion Correction: Non-Brain  

    Program Number:4483  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 111  

    Delineating Benign from Malignant Breast Lesions Using Restriction Spectrum Imaging

    Author:Alexandra Besser  Ana Rodriguez-Soto  Hauke Bartsch  Helen Park  Andrew Park  Haydee Ojeda-Fournier  Anders Dale  Rebecca Rakow-Penner  

    Institution:University of California San Diego  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Emerging Technologies in Body Imaging  

    Program Number:1654  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 46  

    Delineation of thalamic substructures in ultra-high b-value DWI-measurement with reasonable acquisition time

    Author:Nils Nuessle  Benjamin Bender  Uwe Klose  

    Institution:University Hospital Tuebingen  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Microstructure Modeling: 2  

    Program Number:3630  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 124  

    Delineation of white matter microstructural maturation of infant brain with DKI

    Author:Chenying Zhao  Minhui Ouyang  Michelle Slinger  Hao Huang  

    Institution:Children’s Hospital of Philadelphia  University of Pennsylvania  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Microstructural Modelling & Mapping  

    Program Number:3555  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 47  

    Demonstration of Circumferential Heterogeneity in Displacement and Strain in the Abdominal Aortic Wall by Spiral Cine DENSE MRI

    Author:Elizabeth Iffrig  John Wilson  W. Taylor  Xiaodong Zhong  John Oshinski  

    Institution:Emory University  Siemens  Atlanta VA Medical Center  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:17:00  

    Session Name:Myocardial Function & Deformation 2  

    Program Number:2159  

    Presentation Time:17:00   

    Room Number:Exhibition Hall  

    Computer Number:Computer 35  

    Denoising and Multi-Compartment Visualization of Multi-b-Valued Breast Diffusion MRI

    Author:Ek Tan  Lisa Wilmes  Nola Hylton  Thomas Chenevert  David Newitt  

    Institution:GE Global Research  University of California  University of Michigan  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Emerging Technologies in Body Imaging  

    Program Number:1656  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 48  

    De-noising high-resolution fMRI data using cortical depth-dependent analysis

    Denoising in task fMRI

    Author:Peter Van Schuerbeek  

    Institution:UZ Brussel  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:fMRI: Acquisition & Artefacts  

    Program Number:3954  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 100  

    Denoising of Diffusion MRI Improves Peripheral Nerve Conspicuity and Reproducibility

    Author:Jaemin Shin  Jahnavi Curlin  Ek Tsoon Tan  Maggie Fung  Darryl Sneag  

    Institution:GE Global Research  Ge Healthcare  GE Healthcare  Hospital for Special Surgery  

    Session Type:Power Pitch  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Pitch: MSK Power Pitch  

    Program Number:0132  

    Presentation Time:13:45   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Denoising of Diffusion MRI Improves Peripheral Nerve Conspicuity and Reproducibility

    Author:Jaemin Shin  Jahnavi Curlin  Ek Tsoon Tan  Maggie Fung  Darryl Sneag  

    Institution:GE Global Research  Ge Healthcare  GE Healthcare  Hospital for Special Surgery  

    Session Type:Power Pitch Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:14:45  

    Session Name:Poster: MSK Power Poster  

    Program Number:0132  

    Presentation Time:14:45   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 21  

    Denoising of Z-spectra for stable CEST MRI using principal component analysis

    Denoising of Z-spectra for stable CEST MRI using principal component analysis

    Density Adapted Stack of Stars Sequence for 23Na using Dictionary Learning Compressed Sensing Reconstruction

    Author:Fabian Kratzer  Sebastian Flassbeck  Armin Nagel  Peter Bachert  Mark Ladd  Nicolas Behl  

    Institution:German Cancer Research Center (DKFZ)  University Hospital Erlangen  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:09:15  

    Session Name:Other Nuclei MR  

    Program Number:2521  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 48  

    Density-Weighted Concentric Ring Trajectory using simultaneous multi-slice (SMS) acceleration: 3D Metabolite-cycled Magnetic Resonance Spectroscopy Imaging at 3 T

    Author:Pingyu Xia  Xin Shen  Xiaopeng Zhou  Mark Chiew  Albert Thomas  Ulrike Dydak  Uzay Emir  

    Institution:Purdue University  University of California, Los Angeles  University of Oxford  Indiana University School of Medicine  

    Session Type:Oral  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:MRSI Acquisition & Reconstruction  

    Program Number:0955  

    Presentation Time:17:33   

    Room Number:Room 511BCEF  

    Computer Number:

    Dependence of 31P MRS Redox Ratio on T1 Saturation

    Author:Shizhe Li  Jan Willem van der Veen  Li An  JoEllyn Stolinski  Maria Ferraris-Araneta  Christopher Johnson  Jun Shen  

    Institution:National Institutes of Health  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:09:15  

    Session Name:Other Nuclei MR  

    Program Number:2503  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 30  

    Dependence of harmonic power on b-value for fiber ball imaging: comparison of theory and experiment

    Author:Hunter Moss  Emilie McKinnon  Joseph Helpern  Jens Jensen  

    Institution:Medical University of South Carolina  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Microstructure Modeling: 1  

    Program Number:3571  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 63  

    Dependence of Radiofrequency field enhancement on the geometry of the monolithic high dielectric ceramics at 3 T

    Author:Jue Hou  Sebastian Rupprecht  Christopher Sica  Qing Yang  

    Institution:The Pennsylvania State University College of Medicine  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:RF: Other  

    Program Number:1518  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 85  

    Dephasing Optimization Through Coherence Order Pathway Selection (DOTCOPS): Validation and Inclusion of Phase Cycling

    Author:Karl Landheer  Christoph Juchem  

    Institution:Columbia University  

    Session Type:Oral  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:MRSI Acquisition & Reconstruction  

    Program Number:0949  

    Presentation Time:16:21   

    Room Number:Room 511BCEF  

    Computer Number:

    Deriving Brain Myelin Water Fraction Maps from Relaxometry: a Data-Driven Approach

    Deriving Brain Myelin Water Fraction Maps from Relaxometry: a Data-Driven Approach

    Deriving cardiac waveforms from fMRI data using slice selective averaging and a deep learning filter.

    Author:Serdar Aslan  Blaise Frederick  

    Institution:Harvard Medical School  Harvard Medical School  McLean Hospital Brain Imaging Center  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:13:30  

    Session Name:fMRI: Physiology  

    Program Number:3729  

    Presentation Time:13:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 50  

    Design and Evaluation of a Novel 8Tx/16Rx Symmetric Coil Array for Cardiac MRI in Large Animals (Pigs) at 7T: Investigation of Decoupling Using a Common Central Ring

    Author:Ibrahim Elabyad  M. Terekhov  M. Stefanescu  D. Lohr  M. Fischer  L. Schreiber  

    Institution:University Hospital Wuerzburg  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:RF Coils & Arrays  

    Program Number:1505  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 72  

    Design and implementation of a combined sodium-loop proton-dipole transceiver array for body imaging at 10.5 Tesla

    Author:M. Arcan Erturk  Russell Lagore  Edward Auerbach  Naoharu Kobayashi  Gregor Adriany  Kamil Ugurbil  Gregory Metzger  

    Institution:University of Minnesota  Medtronic  

    Session Type:Oral  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:RF Arrays & the Elements Within  

    Program Number:0431  

    Presentation Time:08:27   

    Room Number:Room 710A  

    Computer Number:

    Design and validation of an MRI-based oxygen sensor for a cervical cancer clinical trial

    Author:Gregory Ekchian  Junichi Tokuda  Brian Barnes  Robert Cormack  Larissa Lee  Michael Cima  

    Institution:Brigham and Women's Hospital  Massachusetts Institute of Technology  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:Cancer Metabolism, pH & Oxygenation  

    Program Number:2302  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 4  

    Design Considerations of a 64-Channel Receive / 16-Channel Transmit Coil Array for Head, Neck, and Cervical-Spine Imaging at 7 T

    ­Design of a 3D Printed Patient-Specific Dual Compartment Breast Phantom

    Author:Nicole Wake  Carlotta Ianniello  Ryan Brown  Jerzy Walczyk  Linda Moy  Christopher Collins  Henry Rusinek  

    Institution:NYU Langone Health  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:Breast: Technical  

    Program Number:4124  

    Presentation Time:15:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 97  

    The design of a homogenous large-bore Halbach array for low field MRI

    Author:Thomas O'Reilly  Wouter Teeuwisse  Lukas Winter  Andrew Webb  

    Institution:C.J. Gorter Center for High Field MRI, Radiology, Leiden University Medical Center  Physikalisch-Technische Bundesanstalt (PTB)  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:Novel MR & MR-Compatible Technology  

    Program Number:0272  

    Presentation Time:17:00   

    Room Number:Room 512A-H  

    Computer Number:

    Design of a novel class of open MRI devices with nonuniform Bo, field cycling, and RF spatial encoding

    Author:R. Todd Constable  Charles Rogers III  Baosong Wu  Kartiga Selvaganesan  Gigi Galiana  

    Institution:Yale school of medicine  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:MRI Unplugged: Wireless, Portable & Flexible  

    Program Number:1546  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 113  

    Design of a reconfigurable endoluminal coil using MEMS switches

    Design of a volume MRI coil by metalyzing 3D printing substrates by electroless and/or electroplating processes

    Design of large-size, high-frequency, loop-type surface coil using dipole antennas for ultrahigh filed MR imaging: a feasibility study at 400MHz and 600MHz

    Author:Shasha Yue  Xiaoliang Zhang  

    Institution:Institute of Biophysics, Chinese Academy of Sciences  University of California  UCSF/UC Berkeley Joint Graduate Group in Bioengineering  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:Engineering Safety, Applications & Computation  

    Program Number:1448  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 15  

    Design of multi-row multi-channel degenerate birdcage array coil based on minimum total reflection for the single-channel and circularly polarized modes of excitation

    Author:Ehsan Kazemivalipour  Alireza Sadeghi-Tarakameh  Umut Gundogdu  Ergin Atalar  

    Institution:Bilkent University  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:RF: Other  

    Program Number:1532  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 99