• DocumentCode
    380498
  • Title

    Joint symbolic dynamics analysis of heart rate and systolic blood pressure interactions in dilated cardiomyopathy

  • Author

    Voss, A. ; Baumert, M.

  • Author_Institution
    Fac. of Med. Eng., Univ. of Appl. Sci., Jena, Germany
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    555
  • Abstract
    The dilated cardiomyopathy (DCM) induces important changes in the autonomic control. Measures of heart rate (HR) variability and systolic blood pressure (SP) variability are sensitive to those changes. The interactions between HR and SP are rather complex and strongly non-linear. We introduced the joint symbolic dynamics (JSD) as a new short-term high resolution non-linear analysis method to investigate the complex interactions between HR and SP. Continuous non-invasive 30 minutes blood pressure recordings (Portapres) of 25 patients with DCM and 27 healthy controls (CON) were analyzed. HR and SP were extracted from the blood pressure time series on a beat-to-beat basis. Using the concept of JSD, HR and SP dynamics were transformed into a bivariate symbol vector. Subsequently, this symbol vector was transformed into a word series (words consisting of three successive symbols) and the probability of occurrence of each word type was calculated and compared between both groups. We found significant differences (partly p < 0.01) in six word types between DCM and CON. JSD provides an efficient non-linear presentation of HR and SP interactions that offer rather simple physiological interpretations and seems to be particularly suitable for risk stratification in patients with dilated cardiomyopathy.
  • Keywords
    biocontrol; blood pressure measurement; diseases; electrocardiography; medical signal processing; muscle; time series; vectors; 30 min; ECG analysis; autonomic control; beat-to-beat basis; bivariate symbol vector; blood pressure time series; dilated cardiomyopathy; heart rate; joint symbolic dynamics analysis; risk stratification; short-term high resolution nonlinear analysis method; successive symbols; sudden cardiac death; systolic blood pressure; word series; Baroreflex; Biomedical measurements; Biomedical monitoring; Blood pressure; Cardiology; Electrocardiography; Heart rate; Heart rate variability; Pressure control; Pressure measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1018993
  • Filename
    1018993