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Mesh Convolutional Neural Networks for Wall Shear Stress Estimation in 3D Artery Models

Julian Suk, Pim de Haan, Phillip Lippe, Christoph Brüne, Jelmer M. Wolterink

2022Lecture notes in computer science19 citationsDOIOpen Access PDF

Topics & Concepts

Polygon meshConvolutional neural networkComputational fluid dynamicsComputer scienceArtificial intelligenceDeep learningShear stressFinite element methodGround truthArtificial neural networkAlgorithmMachine learningStructural engineeringMechanicsEngineeringPhysicsComputer graphics (images)Coronary Interventions and DiagnosticsCardiovascular Health and Disease PreventionCardiovascular Function and Risk Factors
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