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Bayesian Sensitivity Analysis of a Cardiac Cell Model Using a Gaussian Process Emulator

Models of electrical activity in cardiac cells have become important research tools as they can provide a quantitative description of detailed and integrative physiology. However, cardiac cell models have many parameters, and how uncertainties in these parameters affect the model output is difficult...

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Detalles Bibliográficos
Autores principales: Chang, Eugene T Y, Strong, Mark, Clayton, Richard H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4482712/
https://www.ncbi.nlm.nih.gov/pubmed/26114610
http://dx.doi.org/10.1371/journal.pone.0130252