Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Author:Florian Knoll  Kerstin Hammernik  Thomas Pock  Daniel Sodickson  Michael Recht  

Author Institution:Graz University of Technology  New York University School of Medicine  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Machine Learning for Image Reconstruction  

Program Number:3376  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 63  

AUTO-DCE-MRI: A Deep-Learning Augmented Liver Imaging Framework for Fully-Automated Multiphase Assessment and Perfusion Mapping

Author:Li Feng  Fang Liu  Henry Rusinek  Bari Dane  Henry Brody  Teodora Chitiboi  Daniel Sodickson  Ricardo Otazo  Hersh Chandarana  

Author Institution:New York University School of Medicine  University of Wisconsin School of Medicine  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3481  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 49  

Can Sensitivity and Specificity Be Gained Simultaneously in Neuroimaging?

Author:Gang Chen  Yaqiong Xiao  Paul Taylor  Fengji Geng  Tracy Riggins  Elizabeth Redcay  Robert Cox  

Author Institution:National Institutes of Health  University of Maryland  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Analysis Methods: Task-Based fMRI  

Program Number:5481  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 44  

Comparison between quantitative magnetization transfer imaging and ratio of T1w/T2w approach in myelin mapping

Author:Yu Sui  Pippa Storey  Alexey Samsonov  Mariana Lazar  

Author Institution:New York University School of Medicine  University of Wisconsin at Madison  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Myelin Imaging: From Mice to People  

Program Number:1867  

Presentation Time:

Room Number:Exhibition Hall 1846-1867  

Computer Number:

Early Prediction of Total Knee Replacement using Structural MRI and 3D Deep Convolutional Neural Networks

Author:Kevin Leung  Gregory Chang  Kyunghyun Cho  Cem Deniz  

Author Institution:New York University  New York University Langone Medical Center  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Classification & Prediction for Function & Disease  

Program Number:2744  

Presentation Time:

Room Number:Exhibition Hall 2739-2751  

Computer Number:

Exploring how modeling the head as a multi-layered vs. uniform sphere affects ultimate intrinsic signal-to-noise ratio and coil performance prediction

Author:Jonghyun Bae  Manushka Vaidya  Riccardo Lattanzi  

Author Institution:New York University School of Medicine  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:17:15  

Session:Simulations & Modeling  

Program Number:4396  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 7  

Exploring the performance of high density detector coil arrays at 10.5 Tesla

Author:Riccardo Lattanzi  Manushka Vaidya  Daniel Sodickson  Kamil Ugurbil  Gregor Adriany  

Author Institution:New York University School of Medicine  University of Minnesota  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:17:15  

Session:Simulations & Modeling  

Program Number:4390  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 1  

Finding the baby in the bath water – evidence for task-specific changes in resting state functional connectivity evoked by training

Author:Cibu Thomas  Adam Steel  Aaron Trefler  Gang Chen  Chris Baker  

Author Institution:National Institute of Mental Health  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:fMRI: Neurodevelopment & Clinical Applications  

Program Number:0593  

Presentation Time:17:15  

Room Number:N03  

Computer Number:

Fully Automatic Proximal Femur Segmentation in MR Images using 3D Convolutional Neural Networks

Author:Siyuan Xiang  Gregory Chang  Stephen Honig  Kyunghyun Cho  Cem Deniz  

Author Institution:New York University  New York University Langone Medical Center  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3487  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 55  

Global Maxwell Tomography with Match Regularization for accurate electrical properties extraction from noisy B1+ measurements

High Impedance Detector Arrays for Magnetic Resonance

High Impedance Detector Arrays for Magnetic Resonance

Hybrid-State Free Precession for Measuring Magnetic Resonance Relaxation Times

Author:Jakob Assländer  Daniel Sodickson  Riccardo Lattanzi  Martijn Cloos  

Author Institution:New York University School of Medicine  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:14:45  

Session:MR Fingerprinting  

Program Number:4258  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 108  

Improved Efficacy of Cerebellar fMRI at 7T with Dielectric Pads Extending the Imaging Region of a Commercial Head Coil

Author:Manushka Vaidya  Mariana Lazar  Cem Deniz  Gillian Haemer  Gang Chen  Mary Bruno  Daniel Sodickson  Riccardo Lattanzi  Christopher Collins  

Author Institution:Department of Radiology, New York University School of Medicine  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Dielectrics, Metamaterials & Field Control  

Program Number:4306  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 36  

Learning a Variational Network for Reconstruction of Accelerated MRI Data

Author:Kerstin Hammernik  Erich Kobler  Teresa Klatzer  Michael Recht  Daniel Sodickson  Thomas Pock  Florian Knoll  

Author Institution:Graz University of Technology  NYU School of Medicine  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Young Investigator Awards  

Program Number:0071  

Presentation Time:09:55  

Room Number:S03  

Computer Number:

Learning a Variational Network for Reconstruction of Accelerated MRI Data

Author:Kerstin Hammernik  Erich Kobler  Teresa Klatzer  Michael Recht  Daniel Sodickson  Thomas Pock  Florian Knoll  

Author Institution:Graz University of Technology  NYU School of Medicine  

Session Type:Electronic YIA Poster  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Electronic Poster: Young Investigator Awards  

Program Number:0071  

Presentation Time:15:25  

Room Number:Exhibition Hall  

Computer Number:

Lomb-Scargle your way to RSFC parameter estimation in AFNI-FATCAT

Author:Paul Taylor  Gang Chen  Daniel Glen  Richard Reynolds  Robert Cox  

Author Institution:NIH  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Image Analysis & Post-Acquisition Computing  

Program Number:2830  

Presentation Time:

Room Number:Exhibition Hall 2828-2863  

Computer Number:

MR Spectroscopic evaluation of brain white matter metabolite abnormalities in Psychotic Spectrum Disorders

Optimization of the order and spacing of the sequences in an MRI examination to minimize the thermal dose

Author:Giuseppe Carluccio  Christopher Collins  

Author Institution:Center for Advanced Imaging Innovation and Research (CAI2R)  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:14:45  

Session:Safety: Bioeffects, Magnetic Fields & Contrast Agents  

Program Number:4177  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 27  

Patient-Specific 3D Printed and Augmented Reality Prostate Cancer Models Derived from MRI Data: Initial Results from Prospective Clinical Study

Author:Nicole Wake  Andrew Rosenkrantz  William Huang  Samir Taneja  James Wysock  Marc Bjurlin  Richard Huang  Daniel Sodickson  Hersh Chandarana  

Author Institution:NYU School of Medicine  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Prostate  

Program Number:0720  

Presentation Time:09:39  

Room Number:S04  

Computer Number:

Quantitative magnetization transfer imaging in schizophrenia: a closer look at myelin dysfunction

Author:Yu Sui  Pippa Storey  Hilary Bertisch  Matthew Lustberg  Taylor Coats  Donald Goff  Alexey Samsonov  Mariana Lazar  

Author Institution:New York University School of Medicine  University of Wisconsin at Madison  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Psychoradiology  

Program Number:1804  

Presentation Time:

Room Number:Exhibition Hall 1803-1845  

Computer Number:

A Slot Antenna Array for Body Imaging at 7T

Author:Leeor Alon  Karthik Lakshmanan  Jan Paska  Riccardo Lattanzi  Chris Collins  

Author Institution:New York University School of Medicine  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:RF Coils & Arrays  

Program Number:4293  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 23  

SNR Evaluation for a high-permittivity dielectric helmet-shaped coil former for a 28 channel receive array

Subregional bone marrow adipose tissue composition in the proximal femur: Comparison of 3T Chemical Shift Encoded-MRI and Magnetic Resonance Spectroscopy

Subregional bone marrow adipose tissue composition in the proximal femur: Comparison of 3T Chemical Shift Encoded-MRI and Magnetic Resonance Spectroscopy

SyntheticTSE: Accelerated multicontrast spin-echo knee MRI using a combination of Bloch-simulation models, compressed sensing and simultaneous multislice acquisition

Author:Akio Yoshimoto  Noam Ben-Eliezer  Mary Bruno  Steven Baete  Michael Recht  Ricardo Otazo  

Author Institution:NYU School of Medicine  Tel Aviv University  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Meniscus, Tendons, Ligaments & Emerging Methods  

Program Number:5192  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 113  

A Tool For Rapid Power Analysis for Arbitrary Circular Surface Coil Near Arbitrary Spherical Sample at Any Frequency

Author:Giuseppe Carluccio  Karthik Lakshmanan  Christopher Collins  

Author Institution:Center for Advanced Imaging Innovation and Research (CAI2R)  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:RF Coils & Electronics  

Program Number:1731  

Presentation Time:

Room Number:Exhibition Hall 1689-1736  

Computer Number:

Ultimate intrinsic transmit efficiency for RF shimming

Author:Ioannis Georgakis  Athanasios Polimeridis  Riccardo Lattanzi  

Author Institution:New York University School of Medicine  Skolkovo Institute of Science and Technology  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:RF Arrays & Systems  

Program Number:0139  

Presentation Time:14:09  

Room Number:N03  

Computer Number:

Ultrashort Echo Time-MRI of proximal femoral cortical bone in patients with osteoporosis

Author:Dimitri Martel  Mary Bruno  H.Michael Belmont  Amit Saxena  Gabrielle Turyan  Stephen Honig  Ravinder R. Regatte  Gregory Chang  

Author Institution:NYU Langone Health  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:17:15  

Session:MSK: Meniscus, Tendons, Ligaments & Emerging Methods  

Program Number:5199  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 120  

Variational Adversarial Networks for Accelerated MR Image Reconstruction

Author:Kerstin Hammernik  Erich Kobler  Thomas Pock  Michael Recht  Daniel Sodickson  Florian Knoll  

Author Institution:Graz University of Technology  New York University School of Medicine  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:11:15  

Session:Special Session: Highlights of the Joint Annual Meeting ISMRM-ESMRMB  

Program Number:1091  

Presentation Time:11:39  

Room Number:Plenary Hall (Paris Room)  

Computer Number:

Work dependence of calf muscle DTI exercise response from dynamic imaging

Author:Eric Sigmund  Steven Baete  Mary Bruno  David Stoffel  Jenny Bencardino  

Author Institution:NYU Langone Medical Center  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:It Takes a Muscle  

Program Number:0822  

Presentation Time:15:33  

Room Number:S04  

Computer Number: