• DocumentCode
    3400950
  • Title

    Computational tools for assessing cardiovascular variability

  • Author

    Tavares, C. ; Carneiro, R. Martins ; Laranjo, S. ; Rocha, Isabel

  • Author_Institution
    Inst. Super. Tecnico, Lisbon, Portugal
  • fYear
    2011
  • fDate
    1-4 March 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The analysis of heart rate variability is nowadays a common method for noninvasive evaluation of the autonomic nervous system integrity. In this work we developed an integrated and modular system - FisioSinal - capable of clinical and laboratorial evaluation of the behavior of autonomic nervous system using cardiovascular signals in humans and animal models. The computational tools that were included seek to cover the currently most validated methodologies: stochastic analysis, descriptive statistics, auto-regression, fast Fourier transform, discrete Wavelets transform and baroreflex sensitivity index. Due to its limitations, we developed and validated a new analytical tool based on Hilbert-Huang transform. FisioSinal was validated and tested by analyzing a synthesized signal. The clinical applicability was demonstrated through an analysis of the cardiovascular signals of a normal individual and a patient with paroxysmal atrial fibrillation, undergoing autonomic a provocation maneuver.
  • Keywords
    Hilbert transforms; autoregressive processes; discrete wavelet transforms; electrocardiography; fast Fourier transforms; medical signal processing; neurophysiology; physiological models; FisioSinal; Hilbert-Huang transform; animal models; auto-regression; autonomic nervous system integrity; baroreflex sensitivity index; cardiovascular signals; clinical evaluation; descriptive statistics; discrete wavelet transform; fast Fourier transform; heart rate variability; integrated system; laboratorial evaluation; modular system; noninvasive evaluation; paroxysmal atrial fibrillation; provocation maneuver; stochastic analysis; Electrocardiography; Heart rate variability; Indexes; Resonant frequency; Wavelet analysis; Wavelet transforms; Autonomic Nervous System; Cardiovascular Variability; Fast Fourier Transform; FisioSinal; Heart Rate Variability; Hilbert-Huang Transform; Wavelet Transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioengineering (ENBENG), 2011. ENBENG 2011. 1st Portuguese Meeting in
  • Conference_Location
    Lisbon
  • Print_ISBN
    978-1-4577-0522-9
  • Electronic_ISBN
    978-1-4577-0521-2
  • Type

    conf

  • DOI
    10.1109/ENBENG.2011.6026082
  • Filename
    6026082