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  

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:

Cortical T1 mapping with 3D MR Fingerprinting at 7T using a single transmit channel

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  

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  

Hypersynchronicity in the default mode-like network and altered NMDA receptor function in a maternal immune activation model

Author:Stephan Missault  Cynthia Anckaerts  Soumaya Ahmadoun  Ines Blockx  Kenny Bielen  Disha Shah  Samir Kumar-Singh  Annemie van Der Linden  Stefanie Dedeurwaerdere  Marleen Verhoye  

Author Institution:University of Antwerp  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Psychoradiology  

Program Number:5295  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 97  

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:

MR Fingerprinting: Introduction

Author:Martijn Cloos  

Author Institution:NYU School of Medicine  

Session Type:Weekend Course  

Session Date:Sunday, 17 June 2018  

Session Time:15:15  

Session:Image Acquisition & Reconstruction: Part 4  

Program Number:

Presentation Time:15:15  

Room Number:N02  

Computer Number:

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

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:

Simultaneous assessment of tDCS-induced neuronal responses with oxygen metabolic MRI

Author:Yulin Ge  Abhishek Datta  Bryan Dobbs  Michael Shaw  Ashley Clayton  Oded Gonen  Leigh Charvet  

Author Institution:New York University School of Medicine  Soterix Medical  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:16:15  

Session:Novel Neuroimaging Methods  

Program Number:2098  

Presentation Time:

Room Number:Exhibition Hall 2086-2103  

Computer Number:

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: