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Calibrating cardiac electrophysiology models using latent Gaussian processes on atrial manifolds

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 is calibrating models from the limited measurements that can be made in a...

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Detalles Bibliográficos
Autores principales: Coveney, Sam, Roney, Caroline H., Corrado, Cesare, Wilkinson, Richard D., Oakley, Jeremy E., Niederer, Steven A., Clayton, Richard H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532401/
https://www.ncbi.nlm.nih.gov/pubmed/36195766
http://dx.doi.org/10.1038/s41598-022-20745-z