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DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning-based R-Wave Classification for Automated Cardiac Phase Binning

Author:Elisabeth Hoppe  Jens Wetzl  Seung Su Yoon  Manuel Schneider  Bernhard Stimpel  Alexander Preuhs  Andreas Maier  

Institution:Magnetic Resonance, Siemens Healthcare  Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Cardiovascular Techniques  

Session Name:CMR: Machine Learning & AI  

Program Number:2224  

Room Live Q&A Session:

Learning how to Clean Fingerprints -- Deep Learning based Separated Artefact Reduction and Regression for MR Fingerprinting

Author:Yiling Xu  Elisabeth Hoppe  Peter Speier  Thomas Kluge  Mathias Nittka  Gregor Körzdörfer  Andreas Maier  

Institution:Magnetic Resonance, Siemens Healthcare  Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Quantitative MRI  

Session Name:MR Fingerprinting 2  

Program Number:3764  

Room Live Q&A Session: