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Deep Learning for solving ill-posed problems in Quantitative Susceptibility Mapping – What can possibly go wrong?

Author:Pia Høy  Kristine Sørensen  Lasse Østergaard  Kieran O'Brien  Markus Barth  Steffen Bollmann  

Institution:Aalborg University  The University of Queensland  Siemens  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:QSM & ETM  

Program Number:0321  

Presentation Time:16:48   

Room Number:Room 710B  

Computer Number:

Deep Quantitative Susceptibility Mapping by combined Background Field Removal and Dipole Inversion

Author:Stefan Heber  Christian Tinauer  Steffen Bollmann  Stefan Ropele  Christian Langkammer  

Institution:Medical University of Graz  The University of Queensland  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:Fat, QSM & CEST  

Program Number:4028  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 174  

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:

    Influence of model settings on myelin water fraction and frequency distribution for gradient-echo MRI at 7 Telsa

    Author:Kiran Thapaliya  Viktor Vegh  Steffen Bollmann  Markus Barth  

    Institution:The University of Queensland  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:Imaging Myelin+  

    Program Number:4904  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 11  

    PHASE OFFSET CORRECTION METHODS FOR 7T MRI

    Author:Shaeez Abdulla  David Reutens  Steffen Bollmann  Viktor Vegh  

    Institution:University of Queensland, Australia  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:08:15  

    Session Name:Optimizing Reconstruction  

    Program Number:2401  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 103  

    Quantitative susceptibility mapping for routine clinical use – An inline automated QSM reconstruction pipeline

    Author:Ashley Stewart  Kieran O'Brien  Jinsuh Kim  Bénédicte Maréchal  Fatimah Nasrallah  Michael Kean  Markus Barth  Steffen Bollmann  

    Institution:Royal Children's Hospital  Siemens Helathcare  Siemens Helathcare Pty Ltd  University of Alabama Birmingham  University of Queensland  CHUV  EPFL  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:QSM  

    Program Number:4932  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 39  

    SHARQnet - Sophisticated Harmonic Artifact Reduction in Quantitative Susceptibility Mapping using a Deep Convolutional Neural Network

    Author:Mathias Olsen  Morten Larsen  Matilde Kristensen  Mads Pedersen  Lasse Østergaard  Kieran O'Brien  Christian Langkammer  Markus Barth  Steffen Bollmann  

    Institution:Aalborg University  Medical University of Graz  The University of Queensland  Siemens Healthcare Pty Ltd  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:14:45  

    Session Name:QSM  

    Program Number:4931  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 38