• DocumentCode
    5435
  • Title

    Analysis of the Respiratory Dynamics During Normal Breathing by Means of Pseudophase Plots and Pressure–Volume Loops

  • Author

    Ionescu, Clara M. ; Tenreiro Machado, J.A. ; De Keyser, Robin

  • Author_Institution
    Dept. of Electr. Energy, Ghent Univ., Ghent, Belgium
  • Volume
    43
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 2013
  • Firstpage
    53
  • Lastpage
    62
  • Abstract
    This paper reports on the analysis of tidal breathing patterns measured during noninvasive forced oscillation lung function tests in six individual groups. The three adult groups were healthy, with prediagnosed chronic obstructive pulmonary disease, and with prediagnosed kyphoscoliosis, respectively. The three children groups were healthy, with prediagnosed asthma, and with prediagnosed cystic fibrosis, respectively. The analysis is applied to the pressure-volume curves and the pseudophase-plane loop by means of the box-counting method, which gives a measure of the area within each loop. The objective was to verify if there exists a link between the area of the loops, power-law patterns, and alterations in the respiratory structure with disease. We obtained statistically significant variations between the data sets corresponding to the six groups of patients, showing also the existence of power-law patterns. Our findings support the idea that the respiratory system changes with disease in terms of airway geometry and tissue parameters, leading, in turn, to variations in the fractal dimension of the respiratory tree and its dynamics.
  • Keywords
    biological tissues; diseases; feature extraction; lung; medical signal detection; medical signal processing; oscillations; paediatrics; pneumodynamics; statistical analysis; ANOVA test; airway geometry; asthma; box-counting method; children; chronic obstructive pulmonary disease; cystic fibrosis; disease; feature extraction; kyphoscoliosis; noninvasive forced oscillation; normal breathing; pressure-volume loops; pseudophase plots; respiratory dynamics; tidal breathing patterns; tissue parameters; Correlation; Diseases; Educational institutions; Fractals; History; Lungs; Pediatrics; Correlation; delay; forced oscillation; fractal dimension; geometrical mapping; homothety factor; lung function test; phase plot; respiratory impedance;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics: Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2216
  • Type

    jour

  • DOI
    10.1109/TSMCA.2012.2187888
  • Filename
    6163414