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Exploring Complex-Valued Neural Networks with Trainable Activation Functions for Magnetic Resonance Imaging

Author:Guillaume Daval-Frerot  Xiao Chen  Simon Arberet  Boris Mailhé  Peter Speier  Mathias Nittka  Heiko Meyer  Mariappan Nadar  

Institution:Siemens Healthcare GmbH  Siemens Healthcare GmbH  Siemens Healthineers  EPITA  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0469  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Exploring Complex-Valued Neural Networks with Trainable Activation Functions for Magnetic Resonance Imaging

Author:Guillaume Daval-Frerot  Xiao Chen  Simon Arberet  Boris Mailhé  Peter Speier  Mathias Nittka  Heiko Meyer  Mariappan Nadar  

Institution:Siemens Healthcare GmbH  Siemens Healthcare GmbH  Siemens Healthineers  EPITA  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0469  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 20  

Free-Breathing, Self-Navigated and Dynamic 3-D Multi-Contrast Cardiac CINE Imaging Using Cartesian Sampling and Compressed Sensing

GFB-MRF: Parallel spatial and Bloch manifold regularized iterative reconstruction for magnetic resonance fingerprinting

Pilot tone-based prospective respiratory motion correction for 2D cine cardiac MRI

Author:Juliane Ludwig  Peter Speier  Frank Seifert  Tobias Schaeffter  Christoph Kolbitsch  

Institution:Physikalisch-Technische Bundesanstalt (PTB)  Siemens Healthcare  Siemens Healthcare  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Freeze It: Managing Motion in MRI  

Program Number:0073  

Presentation Time:09:39   

Room Number:Room 512A-H  

Computer Number: