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Chapter and Conference Paper
Characterizing Myocardial Ischemia and Reperfusion Patterns with Hierarchical Manifold Learning
We aim at better understanding the mechanisms of ischemia and reperfusion, in the context of acute myocardial infarction. For this purpose, imaging and in particular magnetic resonance imaging are of great val...
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Chapter and Conference Paper
Influence of Morphometric and Mechanical Factors in Thoracic Aorta Finite Element Modeling
Evaluation of mechanical properties from thoracic aorta finite element (FE) modeling can help to better stratify patients in need of intervention. This paper assesses the influence of various factors in the co...
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Chapter and Conference Paper
Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling
The diagnosis of cardiovascular illnesses uses multiple modalities in order to obtain a complete and as robust as possible assessment of the heart. However, when addressing distinct pathologies, not all inform...