• DocumentCode
    319779
  • Title

    Non-linear analysis of heart rate variability in patients with hypertrophic cardiomyopathy

  • Author

    Carvajal, R. ; Vallverdú, M. ; Baranowski, R. ; Chojnowska, L. ; Rydlewska-Sadowska, W. ; Jané, R. ; Caminal, P.

  • Author_Institution
    Inst. de Cibernetica, Univ. Politecnica de Catalunya, Spain
  • Volume
    4
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    1616
  • Abstract
    Several complexity and chaotic analyses of R-R time series, including LZ complexity, Hurst exponent, first Lyapunov exponent, Pearson coefficient, capacity dimension and correlation dimension are computed for 45 subjects, divided into three groups. Group A are 12 patients with hypertrophic cardiomyopathy (HCM) and family history of sudden cardiac death, group B are 17 HCM patients without family history of sudden death, and Group C are 16 healthy subjects. Statistical analysis indicates that Pearson coefficient and Hurst exponent can distinguish between healthy subjects and HCM patients. A linear function of LZ complexity, R-R standard deviation and capacity dimension can discriminate between HCM patients of group A and B
  • Keywords
    electrocardiography; medical signal processing; statistical analysis; time series; Hurst exponent; LZ complexity; Pearson coefficient; R-R time series; chaotic analysis; complexity analysis; electrodiagnostics; family history; first Lyapunov exponent; heart rate variability; hypertrophic cardiomyopathy patients; nonlinear analysis; sudden cardiac death; Cardiology; Chaos; Control systems; Engineering in Medicine and Biology Society; Heart rate variability; History; Process control; Statistical analysis; Time measurement; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.647579
  • Filename
    647579