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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  

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  

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:

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:

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: