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Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle

We consider parameter inference in cardio‐mechanic models of the left ventricle, in particular the one based on the Holtzapfel‐Ogden (HO) constitutive law, using clinical in vivo data. The equations underlying these models do not admit closed form solutions and hence need to be solved numerically. T...

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Detalles Bibliográficos
Autores principales: Borowska, Agnieszka, Gao, Hao, Lazarus, Alan, Husmeier, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9285944/
https://www.ncbi.nlm.nih.gov/pubmed/35302293
http://dx.doi.org/10.1002/cnm.3593