• DocumentCode
    2372978
  • Title

    Resolution of pulmonary ventilation-perfusion recovered by enforced smoothing

  • Author

    Poon, Chi-Sang ; Ji, Xin-Bao

  • Author_Institution
    Div. of Health Sci. & Technol., MIT, Cambridge, MA, USA
  • fYear
    1989
  • fDate
    27-28 Mar 1989
  • Firstpage
    135
  • Lastpage
    136
  • Abstract
    Multiple inert gas elimination technique was recently proposed for the determination of the ventilation-perfusion ratio distribution of the lung. The authors investigated the effects of varying degrees of smoothing (z) on the errors in the enforced smoothing estimate corresponding to various distributions of the ratio. For a given z , the variability of the estimate is not appreciably different between different distributions, whereas the bias is always greater, the more peaked is the original distribution. Optimal smoothing over all distributions is obtained with z≠0.15, which minimizes the total possible error in the estimate. When applied to data obtained from patients with varying pulmonary diseases, this value of z revealed some interesting features not found in previous estimates. The authors propose that different values of z should be used to identify possible discrepancies in the estimated distribution
  • Keywords
    lung; pneumodynamics; signal processing; statistical analysis; enforced smoothing; estimated distribution; lung; optimal smoothing; pneumodynamics; pulmonary disease; pulmonary ventilation-perfusion; statistical analysis; Additive white noise; Blood flow; Covariance matrix; Data analysis; Diseases; Gases; Lungs; Smoothing methods; Symmetric matrices; Ventilation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioengineering Conference, 1989., Proceedings of the 1989 Fifteenth Annual Northeast
  • Conference_Location
    Boston, MA
  • Type

    conf

  • DOI
    10.1109/NEBC.1989.36737
  • Filename
    36737