• DocumentCode
    2101644
  • Title

    RR-QT interval trend covariability for sudden cardiac death risk stratification

  • Author

    Nishibe, Toshihiro ; Sato, Kiminori ; Yoshino, Kohzoh ; Seki, R. ; Yana, Kazuo ; Ono, Takahito

  • Author_Institution
    Grad. Sch. of Eng., Hosei Univ., Koganei, Japan
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    4287
  • Lastpage
    4290
  • Abstract
    This paper examines the feasibility of the trend covariability between QT and RR Intervals (QTIs and RRIs) be a novel mean of the sudden cardiac death (SCD) risk stratification. Twenty four hour beat to beat QTIs and RRIs are measured from Holter ECG recordings of 25 normal control subjects (SCD-C), 14 low SCD risk patients (SCD-L) with high blood pressure or light cardiac arrhythmia and 11 SCD high risk patients (SCD-H) with heart attack history. The Kalman filtering technique has been applied to decompose 24 hour short term mean QTIs and RRIs sequences into trend components and additive random variations. The correlation coefficients (TC-QT/RR) and cross entropies (TE-QT/RR) between the QT and RR trend signals are estimated. Cross entropy TE-QT/RR achieved the best stratification of subject groups. TE-QT/RR distribution for SCD-C, -L-H subject groups were 1.697±0.058, 1.160±0.099, 0.920±0.067. The differences in entropy values are statistically significant for all classes pairs (SCD-H and -C (p<;0.00001); -L and -C (p<;0.001); -H and -L (p<;0.05) The result indicates that the TE-QT/RR could be a novel index for the SCD risk stratification.
  • Keywords
    Kalman filters; cardiology; diseases; electrocardiography; entropy; medical signal processing; signal classification; Holter ECG; Kalman filtering; RR-QT interval trend covariability; SCD; SCD-C; SCD-L; TE-QT/RR; additive random variations; cardiac arrhythmia; correlation coefficients; cross entropies; heart attack; sudden cardiac death risk stratification; Electrocardiography; Entropy; Kalman filters; Market research; Rail to rail inputs; Kalman filter; QT intervals; RR intervals; biosignal classification; circadian rhythm; risk stratification; sudden cardiac death; Comorbidity; Death, Sudden, Cardiac; Diagnosis, Computer-Assisted; Electrocardiography; Heart Failure; Humans; Incidence; Japan; Prognosis; Reproducibility of Results; Risk Assessment; Sensitivity and Specificity; Survival Analysis; Survival Rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346914
  • Filename
    6346914