• DocumentCode
    333499
  • Title

    Nonlinearity changes of 24 hour heart rate variability in children with tetralogy of Fallot

  • Author

    Lee, Jong-Min ; Noh, Chung-Il ; Park, Kwang-Suk

  • Author_Institution
    Seoul Nat. Univ., South Korea
  • fYear
    1998
  • fDate
    29 Oct-1 Nov 1998
  • Firstpage
    342
  • Abstract
    It has been reported that sudden cardiac death and ventricular tachycardia can occur after treatment of tetralogy of Fallot (TOF). It is likely that TOF has effect on the heart rate variability because of the ventricular arrhythmia. We evaluated how complex and periodic dynamics of heart rate occurred in the normal children (group A, n=13) and TOF children (group B, n=13) throughout 24 hours. We examined each ECG data on 24-hour Holter ECG segmented into 1-hour length. We analyzed each HR time series, and quantified the overall complexity of each HR time series by its correlation dimension. We also calculated the power spectrum of HR, and obtained low-frequency component (0.08-0.15 Hz) and high-frequency component (0.15-0.4 Hz). We compared the results between group A and B. Group B had lower correlation dimension (4.055±0.4134 vs. 4.9310±0.2054, p<0.05) than group A, even though there were no significant differences in the low-(0.9864±0.5598 vs. 1.5560±0.8325, p<0,05) and high-(1.1168±0.1.1448 vs. 0.9271±0.6528, p<0.05) frequency components. It can be concluded that HR time series of group B are more regular than those of group A, and that correlation dimension reveals a nonlinear characteristics of HR time series which is not determined in the frequency domain
  • Keywords
    cardiovascular system; correlation methods; electrocardiography; frequency-domain analysis; medical signal processing; nonlinear dynamical systems; paediatrics; spectral analysis; time series; 24 hour; Holter ECG; children; complex periodic dynamics; correlation dimension; heart rate variability; high-frequency component; low-frequency component; nonlinearity changes; power spectrum; tetralogy of Fallot; time series; ventricular arrhythmia; Automatic control; Biomedical engineering; Control systems; Electrocardiography; Frequency domain analysis; Hafnium; Heart rate; Heart rate variability; Pediatrics; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
  • Conference_Location
    Hong Kong
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5164-9
  • Type

    conf

  • DOI
    10.1109/IEMBS.1998.745912
  • Filename
    745912