Model-based identification and diagnosis of a porcine model of induced endotoxic shock with hemofiltration

Type of content
Journal Article
Thesis discipline
Degree name
Publisher
University of Canterbury. Mechanical Engineering.
Journal Title
Journal ISSN
Volume Title
Language
Date
2008
Authors
Starfinger, C.
Chase, Geoff
Hann, C.E.
Shaw, Geoff
Lambermont, B.
Ghuysen, A.
Kolh, P.
Dauby, P.C.
Desaive, T.
Abstract

A previously validated cardiovascular system (CVS) model and parameter identification method for cardiac and circulatory disease states are extended and further validated in a porcine model (N = 6) of induced endotoxic shock with hemofiltration. Errors for the identified model are within 10% when the model is re-simulated and compared to the clinical data. All identified parameter trends over time in the experiments match clinically expected changes both individually and over the cohort. This work represents a further clinical validation of these model-based cardiovascular diagnosis and therapy guidance methods for use with monitoring endotoxic disease states.

Description
Citation
Starfinger, C., Chase, J.G., Hann, C.E., Shaw, G.M., Lambermont, B., Ghuysen, A., Kolh, P., Dauby, P.C., Desaive, T. (2008) Model-based identification and diagnosis of a porcine model of induced endotoxic shock with hemofiltration. Mathematical Biosciences, 216(2), pp. 132-139.
Keywords
Cardiovascular system, Cardiac model, Parameter identification, Integral method, Endotoxin, Hemofiltration, Septic shock
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