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
Link To Document :
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