Digital twinning of cardiac electrophysiology for congenital heart disease
Matteo Salvador,
Fanwei Kong,
Mathias Peirlinck
et al.
Abstract:In recent years, blending mechanistic knowledge with machine learning has had a major impact in digital healthcare. In this work, we introduce a computational pipeline to build certified digital replicas of cardiac electrophysiology in paediatric patients with congenital heart disease. We construct the patient-specific geometry by means of semi-automatic segmentation and meshing tools. We generate a dataset of electrophysiology simulations covering cell-to-organ level model parameters and using rigorous mathem… Show more
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