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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  

Inferring Diffusion Tensors on Unregistered Cardiac DWI Using a Residual CNN and Implicitly Modelled Data Prior

Author:Jonathan Weine  Robbert van Gorkum  Christian Stoeck  Valery Vishnevskiy  Thomas Joyce  Sebastian Kozerke  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Diffusion: Encoding & Estimation  

Session Name:Diffusion: Encoding, Estimation & Machine Learning  

Program Number:2447  

Room Session:Concurrent 3  

Institution:University and ETH Zurich