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Gradual RAKI reconstruction merged with intermittent GRAPPA blurring moderation with limited scan-specific training samples

Author:István Homolya  Péter Kemenczky  Peter Dawood  Zoltán Vidnyánszky  Martin Blaimer  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction II  

Program Number:0944  

Room Session:Exhibition Hall:S8 & S9  

Institution:Fraunhofer Institute for Integrated Circuits IIS  Research Centre for Natural Sciences  University of Würzburg  

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Iterative RAKI with complex-valued convolution for improved image reconstruction with limited training samples

Author:Peter Dawood  Martin Blaimer  Felix Breuer  Paul Burd  István Homolya  Peter Jakob  Johannes Oberberger  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Image Acquisition & Reconstruction I  

Program Number:1053  

Room Session:Exhibition Hall:S8 & S9  

Institution:Fraunhofer IIS, Fraunhofer Institute for Integrated Circuits IIS, Division Development Center X-Ray Technology  Research Centre for Natural Sciences  University Hospital Würzburg  University of Würzburg  Budapest University of Technology and Economics  

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