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Assessing Machine Learning Robustness in MRS Quantification: Impact of Training Strategies on Out-of-Distribution Generalization

Author:Julian Merkofer  Antonia Kaiser  Anouk Schrantee  Oliver Gurney-Champion  Ruud van Sloun  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1207  

Room Session:Power Pitch Theatre 1  

Institution:Amsterdam University Medical Center  Ecole Polytechnique Fédérale de Lausanne  Eindhoven University of Technology  Cancer Center Amsterdam, Imaging and Biomarkers  University of Amsterdam  

Data-Driven MRS Signal Decomposition Using Wavelet Analysis

Author:Julian Merkofer  Dennis van de Sande  Sina Amirrajab  Kyung Min Nam  Ruud van Sloun  Alex Bhogal  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:AI/ML Reconstruction for Precision Imaging  

Program Number:4701  

Room Session:Exhibition Hall (Hall 403)  

Institution:Eindhoven University of Technology  University Medical Center Utrecht