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Explicit network noise amplification penalty in loss function for k-space interpolation networks through fast backpropagation

Author:Istvan Homolya Peter Dawood Jannik Stebani Martin Blaimer

Session Type:Oral

Session Date:Thursday, 09 May 2024

Session Name:AI-Driven Robustness: Noise, Artifacts & More

Program Number:1366

Room Session:Nicoll 1

Institution:Comprehensive Heart Failure Center, University Hospital Würzburg Fraunhofer Institute for Integrated Circuits IIS, Division Development Center X-Ray Technology University of Würzburg

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Image space formalism of k-space interpolation networks for analytical expression of noise characteristics

Author:Peter Dawood Felix Breuer István Homolya Peter Jakob Martin Blaimer

Session Type:Oral

Session Date:Thursday, 09 May 2024

Session Name:AI-Driven Robustness: Noise, Artifacts & More

Program Number:1367

Room Session:Nicoll 1

Institution:Fraunhofer Institute for Integrated Circuits IIS, Division Development Center X-Ray Technology University Hospital Würzburg University of Würzburg

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