Title :
Toward a metrological model of maximal expiration
Author_Institution :
Inst. of Electr. Metrol., Tech. Univ. Wroclaw, Poland
fDate :
31 Oct-3 Nov 1996
Abstract :
The purpose of this investigation is to derive a metrological model of maximal expiration characterized by a small amount of independent parameters that can be estimated from experimental data. Elaboration of the model was based on a forward-inverse method. The carried out regression analysis showed good approximation of airway properties by exponential functions with correlation coefficients lower then -0.95. The cross-sectional areas, airway lengths and compliances were replaced by the exponential functions with two parameters. The complex and simplified models for maximal expiration were implemented on a PC and compared. The sensitivity index expressing the effect of parameter reduction was 0.64%. The study showed possibility to reduce the parameters number of the maximal expiration model at least to 18
Keywords :
physiological models; pneumodynamics; statistical analysis; airway compliance; airway length; airway properties; complex models; correlation coefficients; cross-sectional areas; exponential functions; forward-inverse method; independent parameters; maximal expiration; metrological model; parameter reduction effect; regression analysis; sensitivity index; simplified models; Electronic mail; Fluid flow measurement; Inverse problems; Lungs; Mathematical model; Metrology; Parameter estimation; Regression analysis; Respiratory system; System testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.647615