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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  

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:

Nuts & Bolts: How Does DL Work?

Author:Thomas Pock  

Author Institution:

Session Type:Weekend Course  

Session Date:Saturday, 16 June 2018  

Session Time:08:00  

Session:Deep Learning: Everything You Want to Know: Part 1  

Program Number:

Presentation Time:08:30  

Room Number:N01  

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: