• DocumentCode
    2767126
  • Title

    Detection of paroxysmal atrial fibrillation subjects based on circadian rhythm parameters of heart rate variability

  • Author

    Olemann, Aditi ; Kim, Desok

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Indian Inst. of Technol., Guwahati, Guwahati, India
  • fYear
    2011
  • fDate
    12-15 Nov. 2011
  • Firstpage
    931
  • Lastpage
    934
  • Abstract
    Circadian rhythms (CR) have been well known in normal physiology and cardiac diseases. Although the nocturnal predominance of atrial fibrillation (AF) episodes has been reported, circadian changes were rarely used to detect AF. In this study, we developed a novel method to detect paroxysmal AF (PAF) subjects based on circadian changes of heart rate variability (HRV). HRV features were calculated from 1 hour long normal to normal (NN) heartbeat intervals. CR parameters such as amplitude, phase, and shift were obtained by a least square fitting of 24 hour HRV data of PAF (n=18) and normal subjects (n=21). Compared to normal subjects, CR amplitudes of heart rates were reduced but those of root mean square of successive difference (RMSSD), autocorrelation of NN intervals (rRR), high frequency (HF) and low frequency components (LF) were increased in PAF subjects (Mann Whitney W test, p<;0.05). Using a simple logistic regression analysis, PAF subjects were identified at the accuracy of 84%. These results suggest the CR amplitudes might be useful to predict PAF subjects.
  • Keywords
    cardiology; circadian rhythms; diseases; electrocardiography; medical signal processing; Mann Whitney W test; autocorrelation; cardiac diseases; circadian rhythm parameters; heart rate variability; high-frequency component; least square fitting; logistic regression analysis; low-frequency component; nocturnal predominance; paroxysmal atrial fibrillation; root mean square; time 24 h; Atrial fibrillation; Circadian rhythm; Electrocardiography; Hafnium; Heart rate variability; Circadian rhythm; Heart rate variability; Paroxysmal atrial fibrillation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • Print_ISBN
    978-1-4577-1612-6
  • Type

    conf

  • DOI
    10.1109/BIBMW.2011.6112508
  • Filename
    6112508