DocumentCode
2926684
Title
Circuit analysis justifies a reduced Mead´s model of the human respiratory impedance for impulse oscillometry data
Author
Ramos, Carlos ; Nazeran, Homer ; Goldman, Michael D. ; Diong, Bill
Author_Institution
Electr. & Comput. Eng., Univ. of Texas at El Paso, El Paso, TX, USA
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
548
Lastpage
552
Abstract
Recent attempts at estimating the parameters for respiratory impedance models from data obtained by Impulse Oscillometry (IOS) have come across difficulties when using the well-established Mead´s model of human respiratory impedance. Unconstrained optimization of this model often yields values of chest wall compliance (CW) and lung compliance (Cl) too large to be physiologically feasible. We hypothesize that IOS volume displacements are inconsequential to the lung tissue and chest wall due to the small contributions of these displacements relative to lung capacity. In order to explore the validity of this hypothesis we performed a detailed analysis of Mead´s impedance model. The IOS input flow signal was approximated by using a combination of typical waveforms, this signal was then used to excite Mead´s electrical circuit model of the respiratory impedance with physiologically realistic parameter values estimated using data obtained from one normal adult, ten adult patients with Cystic Fibrosis, ten patients with Asthma and ten normal children, with focus on normal adult data. Pressure waveforms, energy and integrated pressure values were then obtained and compared at different points of interest in the model. This investigation suggests that the pressures “felt” by the lung tissue and chest wall are too small to have a noticeable effect on them therefore making those particular circuit elements unnecessary when the respiratory system is subject to small displacement volumes such as those used in Impulse Oscillometry. Furthermore, we believe that the very large parameter values often obtained with unconstrained optimization of Mead´s model are evidence that Cl and Cw could be “shorted-out” when modeling IOS data.
Keywords
biological tissues; equivalent circuits; network analysis; physiological models; pneumodynamics; IOS volume displacements; chest wall compliance; circuit analysis; cystic fibrosis; human respiratory impedance; impulse oscillometry; lung compliance; reduced Mead model; Analytical models; Atmospheric modeling; Data models; Impedance; Integrated circuit modeling; Lungs; Mathematical model; Adult; Airway Resistance; Algorithms; Asthma; Child; Computer Simulation; Cystic Fibrosis; Electric Impedance; Humans; Models, Biological; Oscillometry; Respiratory Function Tests; Respiratory Mechanics;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5626522
Filename
5626522
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