• DocumentCode
    3174025
  • Title

    Study of spectral components of ventricular repolarization variability by multiple correspondence analysis

  • Author

    Wong, S. ; Hernández, A.I. ; Carre, F. ; Carrault, G.

  • Author_Institution
    Univ. Simon Bolivar, Caracas
  • fYear
    2005
  • fDate
    25-28 Sept. 2005
  • Firstpage
    93
  • Lastpage
    96
  • Abstract
    In this study we propose a novel approach, based on multiple correspondences analysis (MCA), to identify the relationships between the spectral variables obtained from HRV signals and those from ventricular repolarization variability (VRV). Parameters were extracted from RR and RT time series from 47 ECG records from aerobic and anaerobic sportsmen and sedentary subject. These numerical variables were transformed in categorical variables using a 7 classes fuzzy coding and several MCA were carried out. Results show that: i) aerobic disciplines present more variability than anaerobic ones, ii) mean RT interval are longer in sportsmen than in control subjects, iii) only the low frequencies of the HRV and VRV series are correlated, evidencing the heart rate modulation on ventricular repolarization, iv) the high frequencies of the RT space seem to be inadequate markers for the characterization of the ANS modulation on ventricular repolarization
  • Keywords
    electrocardiography; encoding; feature extraction; fuzzy set theory; medical signal processing; spectral analysis; ECG records; HRV signals; aerobic sportsmen; anaerobic sportsmen; fuzzy coding; heart rate modulation; multiple correspondence analysis; parameters extraction; sedentary subject; spectral components; time series; ventricular repolarization variability; Autonomic nervous system; Electrocardiography; Frequency; Hafnium; Heart rate; Heart rate variability; Protocols; Signal analysis; Testing; Ventilation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2005
  • Conference_Location
    Lyon
  • Print_ISBN
    0-7803-9337-6
  • Type

    conf

  • DOI
    10.1109/CIC.2005.1588042
  • Filename
    1588042