• DocumentCode
    2882446
  • Title

    Heart rate variability and nonlinear analysis of heart rate signals of patients during their stay in a multidisciplinary intensive care unit

  • Author

    Papaioannou, V. ; Maglaveras, N. ; Chouvarda, I. ; Vretzakis, G. ; Antoniadou, E.

  • Author_Institution
    Lab. of Med. Informatics, Aristotle Univ., Thessaloniki, Greece
  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    489
  • Lastpage
    492
  • Abstract
    Neuroautonomic modulation of heart rate was assessed in patients admitted to a multidisciplinary ICU. Metrics used were performed in 47 patients and included power spectral analysis, approximate entropy (ApEn) estimation and detrended fluctuation analysis (DFA). The resulting values were compared with a previously validated measure of severity of illness, the sequential organ failure assessment score (SOFA). We found decreased variability and approximate entropy and increased DFA scaling exponent α in patients with the highest SOFA, incidence of death and length of stay. Correlations concerning α exponent were stronger for surgical patients with past medical history while decreased ApEn was associated with increased morbidity of surgical patients without medical history.
  • Keywords
    biological organs; electrocardiography; medical signal processing; approximate entropy estimation; detrended fluctuation analysis; heart rate signals; heart rate variability; multidisciplinary intensive care unit; neuroautonomic heart rate modulation; nonlinear analysis; power spectral analysis; sequential organ failure assessment score; Doped fiber amplifiers; Entropy; Fluctuations; Heart rate; Heart rate variability; History; Performance analysis; Signal analysis; Spectral analysis; Surgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291199
  • Filename
    1291199