Browsing School of Engineering and Materials Science by Author "Oakley, JE"
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Calibrating cardiac electrophysiology models using latent Gaussian processes on atrial manifolds
Coveney, S; Roney, CH; Corrado, C; Wilkinson, RD; Oakley, JE; Niederer, SA; Clayton, RH (Nature Research, 2022)Models of electrical excitation and recovery in the heart have become increasingly detailed, but have yet to be used routinely in the clinical setting to guide personalized intervention in patients. One of the main challenges ... -
A Workflow for Probabilistic Calibration of Models of Left Atrial Electrophysiology
Coveney, S; Corrado, C; Roney, C; Wilkinson, RD; Oakley, JE; Niederer, SA; Clayton, RH (IEEE, 2022-01-01)Atrial fibrillation is an increasingly common condition. Computational models that describe left atrial electrophysiology have the potential to be used to guide interventions such as catheter ablation. Calibration of these ...