DocumentCode :
3310803
Title :
Parallel-coordinates visualization of capillary transport model analysis
Author :
King, Kristin R. ; Harris, Thomas R.
Author_Institution :
Dept. of Biomed. Eng., Vanderbilt Univ., Nashville, TN, USA
Volume :
2
fYear :
1999
fDate :
36434
Abstract :
In model analysis the behavior, sensitivity, and identifiability of a physiological model are examined in order to assess the suitability of the model for use in parameter identification. Model analysis can become a daunting task when large numbers of parameter combinations are possible within a single model We applied a parallel-coordinates multidimensional visualization method to the analysis of the 2-region Sangren-Sheppard model of pulmonary capillary exchange. We assessed the usefulness of this method in efficiently examining the behavior, sensitivity, and indentifiability of the model at many combinations of extravascular volume, permeability-surface area product, and flow
Keywords :
biotransport; capillarity; parameter estimation; physiological models; capillary transport model analysis; extravascular volume; parallel-coordinates multidimensional visualization method; parameter combinations; parameter identification; permeability-surface area product; physiological model; pulmonary capillary exchange; two-region Sangren-Sheppard model; Biomedical engineering; Biomembranes; Data visualization; Joining processes; Multidimensional systems; Parameter estimation; Planing; Predictive models; Shape; Virtual colonoscopy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
ISSN :
1094-687X
Print_ISBN :
0-7803-5674-8
Type :
conf
DOI :
10.1109/IEMBS.1999.804359
Filename :
804359
Link To Document :
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