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Cardiac metabolism assessed by MR Spectroscopy to classify the diabetic and obese heart: a Random Forest and Bayesian network study

Author:Ina Hanninger  Eylem Levelt  Jennifer Rayner  Christopher Rodgers  Stefan Neubauer  Vicente Grau  Oliver Rider  Ladislav Valkovic  

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:2671  

Room Session:Concurrent 2  

Institution:Oxford Institute of Biomedical Engineering  University of Oxford Centre for Clinical Magnetic Resonance Research  Institute of Measurement Science  University of Leeds  Wolfson Brain Imaging Centre  

Increased Cardiac Pi in the Diabetic Heart Observed Using STEAM 31P MRS at 7T

Author:Ladislav Valkovic  Andrew Apps  Jane Ellis  Damian Tyler  Stefan Neubauer  Albrecht Schmid  Oliver Rider  Christopher Rodgers  

Session Type:Combined Educational & Scientific Session  

Session Date:Monday, 17 May 2021  

Topic:Imaging of Heart Failure  

Session Name:Imaging of Heart Failure  

Program Number:0023  

Room Session:Concurrent 3  

Institution:Medical University of Vienna  University of Oxford  Institute of Measurement Science, Slovak Academy of Sciences  University of Cambridge