Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage
Xabier Morales, Jordi Mill, Kristine Aavild Juhl, Andy L. Olivares, Guillermo Jiménez-Pérez, Rasmus R. Paulsen, Óscar Cámara
Topics & Concepts
Computational fluid dynamicsComputer scienceThrombusAppendageDeep learningReduction (mathematics)Dimensionality reductionArtificial intelligenceLeft atriumFluid dynamicsAlgorithmCardiologyMechanicsAtrial fibrillationGeometryMathematicsMedicinePhysicsAnatomyAtrial Fibrillation Management and OutcomesCardiovascular Function and Risk FactorsCardiac Arrhythmias and Treatments