Authors
JO Campos, J Sundnes, RW Dos Santos, BM Rocha
Publication date
2020/6/12
Journal
Philosophical Transactions of the Royal Society A
Volume
378
Issue
2173
Pages
20190381
Publisher
The Royal Society Publishing
Description
Patient-specific computer simulations can be a powerful tool in clinical applications, helping in diagnostics and the development of new treatments. However, its practical use depends on the reliability of the models. The construction of cardiac simulations involves several steps with inherent uncertainties, including model parameters, the generation of personalized geometry and fibre orientation assignment, which are semi-manual processes subject to errors. Thus, it is important to quantify how these uncertainties impact model predictions. The present work performs uncertainty quantification and sensitivity analyses to assess the variability in important quantities of interest (QoI). Clinical quantities are analysed in terms of overall variability and to identify which parameters are the major contributors. The analyses are performed for simulations of the left ventricle function during the entire cardiac cycle. Uncertainties …
Total citations
202020212022202320244101784
Scholar articles
JO Campos, J Sundnes, RW Dos Santos, BM Rocha - Philosophical Transactions of the Royal Society A, 2020