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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  

Fast 3D MR Fingerprinting with Pseudorandom Cartesian Sampling

Author:Yun Jiang  Gregor Körzdörfer  Jesse Hamilton  Bo Zhao  Lawrence Wald  Nicole Seiberlich  Vikas Gulani  Mathias Nittka  Mark Griswold  

Institution:Case Western Reserve University  Massachusetts General Hospital  Siemens Healthcare GmbH  Friedrich-Alexander-Universität Erlangen-Nürnberg  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Advances in MR Fingerprinting  

Program Number:1108  

Presentation Time:09:51   

Room Number:Room 710B  

Computer Number:

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

Prospective motion correction for 2D slice-selective FISP-MRF in the brain using an in-bore camera system

The impact of shorter acquisition time in MRF: Long term repeatability and reproducibility study on ISMRM/NIST phantom and volunteers.