• DocumentCode
    2124670
  • Title

    Combined assessment of beat-to-beat micro-variability and signal-averaged ECG parameters

  • Author

    Kestler, Ha ; Schwenker, F. ; Wöhrle, J. ; Hombach, V. ; Palm, G. ; Höher, M.

  • Author_Institution
    Neural Inf. Process., Ulm Univ., Germany
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    73
  • Lastpage
    76
  • Abstract
    Increased QRS and ST-T micro-variability and ventricular late potentials are associated with an increased risk for malignant arrhythmias. However, the diagnostic power of the singular parameters is limited. In this study, we investigated the diagnostic ability of a linear combination of five (both variant and static) high-resolution ECG parameters. Continuous and signal-averaged ECGs were recorded from 51 healthy volunteers without any structural heart disease and with no cardiac risk factors and from 44 patients with coronary heart disease and ventricular arrhythmias. Beat-to-beat micro-variability measurement of the QRS complex and the ST-T segment was based on 250 consecutive sinus beats per individual. Signal-averaged ECGs were analyzed with the Simson method. The diagnostic utility of the five singular parameters and all combinations of variables were evaluated by linear discriminant analysis, maximizing the area under the receiver operator characteristic (ROC) curve. We conclude that the combination of de- and re-polarization variability with the static QRS duration markedly improves the detection of patients with inducible ventricular tachycardia (VT)
  • Keywords
    diseases; electrocardiography; medical signal processing; patient diagnosis; sensitivity analysis; signal resolution; QRS complex; ROC curve area maximization; STIT segment; Simson method; beat-to-beat micro-variability; cardiac risk factors; consecutive sinus beats; coronary heart disease; depolarization variability; diagnostic utility; high-resolution ECG; inducible ventricular tachycardia; linear discriminant analysis; malignant arrhythmia; receiver operator characteristic; repolarization variability; signal-averaged ECG parameters; static parameters; structural heart disease; variant parameters; ventricular arrhythmias; ventricular late potentials; Cancer; Cardiac disease; Cardiology; Cardiovascular diseases; Coronary arteriosclerosis; Electrocardiography; Hospitals; Information processing; Linear discriminant analysis; Signal analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 2001
  • Conference_Location
    Rotterdam
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-7266-2
  • Type

    conf

  • DOI
    10.1109/CIC.2001.977594
  • Filename
    977594