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MRzero sequence generation using analytic signal equations as forward model and neural network reconstruction for efficient auto-encoding

Author:Simon Weinmüller  Hoai Nam Dang  Alexander Loktyushin  Felix Glang  Arnd Doerfler  Andreas Maier  Bernhard Schölkopf  Klaus Scheffler  Moritz Zaiss  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:1761  

Room Session:Concurrent 1  

Institution:Empirical Inference  Friedrich-Alexander Universität Erlangen-Nürnberg (FAU)  Magnetic Resonance Center  Pattern Recognition Lab Friedrich-Alexander-University Erlangen-Nürnberg  Eberhard Karls University Tübingen  

MRzero with dAUTOMAP reconstruction– automated invention of MR acquisition and neural network reconstruction

Author:Hoai Nam Dang  Simon Weinmüller  Alexander Loktyushin  Felix Glang  Arnd Dörfler  Andreas Maier  Bernhard Schölkopf  Klaus Scheffler  Moritz Zaiss  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Machine Learning for Quantitative Imaging  

Program Number:0333  

Room Session:Concurrent 1  

Institution:Friedrich-Alexander Universität Erlangen-Nürnberg (FAU)  Max-Planck Institute for Biological Cybernetics  Max-Planck Institute for Intelligent Systems  Eberhard Karls University Tübingen