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Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI

Author:Fasil Gadjimuradov  Thomas Benkert  Marcel Nickel  Andreas Maier  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:(Artificial) Intelligence in the Body  

Session Name:(Artificial) Intelligence in the Body  

Program Number:0534  

Room Session:Concurrent 5  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Siemens Healthcare GmbH  

Deep Learning-Based Needle Tracking Trained on Bloch-Simulated Data and Evaluated on Clinical Real-Time bSSFP Images

Author:Ralf Vogel  Dieter Ritter  Jonathan Weine  Jonas Faust  Elodie Breton  Julien Garnon  Afshin Gangi  Andreas Maier  Florian Maier  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Interventional, Multimodal & Auxiliary Engineering  

Session Name:MR-Guided Interventions: Methods  

Program Number:4247  

Room Session:Concurrent 3  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Siemens Healthcare  TU Dortmund  Universität Heidelberg  University of Strasbourg, CNRS, FMTS  Hôpitaux Universitaires de Strasbourg  

Echo time dependence of the biexponential and triexponential IVIM parameters in the liver

Author:Tobit Führes  Andreas Riexinger  Jan Martin  Martin Loh  Bernhard Hensel  Michael Uder  Frederik Laun  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Liver  

Session Name:Liver: Diffusion & Function  

Program Number:2122  

Room Session:Concurrent 5  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Lund University  University Hospital Erlangen  

Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning

Author:Maria Monzon  Seung Su Yoon  Carola Fischer  Andreas Maier  Jens Wetzl  Daniel Giese  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2664  

Room Session:Concurrent 2  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Magnetic Resonance, Siemens Healthcare GmbH  

Partial Fourier Reconstruction in Liver DWI using a Recurrent Convolutional Network

Author:Fasil Gadjimuradov  Thomas Benkert  Marcel Nickel  Andreas Maier  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Liver  

Session Name:Liver  

Program Number:0315  

Room Session:Concurrent 5  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Siemens Healthcare GmbH  

Validation of a Deep Learning based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging in a Prospective Study

Author:Seung Su Yoon  Michaela Schmidt  Manuela Rick  Teodora Chitiboi  Puneet Sharma  Tilman Emrich  Christoph Tilmanns  Ralph Waßmuth  Jens Wetzl  Andreas Maier  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging  

Program Number:0452  

Room Session:Concurrent 2  

Institution:Diagnostikum Berlin  Friedrich-Alexander-Universität Erlangen-Nürnberg  Siemens Healthcare GmbH  Siemens Medical Solutions USA, Inc.  University Medical Center, Johannes Gutenberg-University Mainz  Medical University of South Carolina