• DocumentCode
    2927181
  • Title

    Approximate entropy as a measure of the airflow pattern complexity in asthma

  • Author

    Veiga, Juliana ; Faria, Renan C P ; Esteves, Guilherme P. ; Lopes, Agnaldo J. ; Jansen, José M. ; Melo, Pedro L.

  • Author_Institution
    Biomed. Instrum. Lab., State Univ. of Rio de Janeiro, Rio de Janeiro, Brazil
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    2463
  • Lastpage
    2466
  • Abstract
    The scientific and clinical value of a measure of complexity is potentially enormous because complexity appears to be lost in the presence of illness. The changes introduced by asthma in respiratory mechanics and control of breathing may result in modifications in the airflow pattern. These changes may be interesting clinically, since they can reduce the ability of the patient to perform daily life activities. In this paper, we examine the effect of elevated airway obstruction on the complexity of the airflow pattern of asthmatic patients using the approximate entropy method (ApEnQ). This study involved 5 healthy and asthmatics with normal spirometric exam (5), mild (5), moderate (6) and severe (5) airway obstruction. A significant (p<;0.002) reduction in ApEnQ was observed in asthmatic patients. This reduction was significantly correlated with spirometric indices of airway obstruction (R=0.60; p<;0.001). These results are in close agreement with pathophysiological fundamentals, and suggest that in asthmatic patients the airflow pattern becomes less complex, which may reduce the adaptability of the respiratory system to perform exercise associated with daily life activities. Furthermore, our findings also suggest that ApEnQ may help the clinical evaluation of asthmatic patients.
  • Keywords
    entropy; medical disorders; patient diagnosis; pattern formation; physiology; pneumodynamics; ApEnQ; airflow pattern complexity; approximate entropy method; asthma; breathing; daily life activities; elevated airway obstruction; illness; normal spirometric exam; pathophysiological fundamentals; respiratory mechanics; Biomedical measurements; Complexity theory; Correlation; Diseases; Entropy; Respiratory system; Time series analysis; Adult; Air Movements; Asthma; Case-Control Studies; Humans; Middle Aged; Models, Biological; Respiration; Respiratory Function Tests; Respiratory Mechanics; Respiratory System; Spirometry; Time Factors;
  • 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.2010.5626547
  • Filename
    5626547