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Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter

Abstract Atrial fibrillation (AF) is a common cardiac arrhythmia characterised by disordered electrical activity in the atria. The standard treatment is catheter ablation, which is invasive and irreversible. Recent advances in computational electrophysiology offer the potential for patient-specific...

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Váldodahkkit: Mariya Mamajiwala, Cesare Corrado, Christopher W. Lanyon, Steven A. Niederer, Richard D. Wilkinson, Richard H. Clayton
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Nature Portfolio 2026-02-01
Ráidu:Scientific Reports
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Liŋkkat:https://doi.org/10.1038/s41598-026-39948-9
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