Medical Engineering & Physics
Volume 32, Issue 2 , Pages 136-144 , March 2010

Analysis of unpredictable intra-QRS potentials in signal-averaged electrocardiograms using an autoregressive moving average prediction model

  • Chun-Cheng Lin

      Affiliations

    • Corresponding Author InformationTel.: +886 4 23924505x7238; fax: +886 4 23924419.

Received 16 July 2009 ,Revised 22 September 2009 ,Accepted 2 November 2009.

References 

  1. Simson MB. Use of signals in the terminal QRS complex to identify patients with ventricular tachycardia after myocardial infarction. Circulation. 1981;64:235–242
  2. Jarrett JR, Flowers NC. Signal-averaged electrocardiography: history, techniques, and clinical applications. Clin Cardiol. 1991;14:984–994
  3. Breithardt G, Cain ME, El-Sherif N, Flowers N, Hombach V, Janse M, et al. Standards for analysis of ventricular late potentials using high-resolution or signal-averaged electrocardiography: a statement by a task force committee of the European Society of Cardiology, the American Heart Association, and the American College of Cardiology. J Am Coll Cardio. 1991;17:999–1006
  4. Arnsdorf MF, Mason JW, Scheinman MM, Waldo AL. Signal-averaged electrocardiography. J Am Coll Cardiol. 1996;27:238–249
  5. Tatsumi H, Takagi M, Nakagawa E, Yamashita H, Yoshiyama M. Risk stratification in patients with Brugada syndrome: analysis of daily fluctuations in 12-lead electrocardiogram (ECG) and signal-averaged electrocardiogram (SAECG). J Cardiovasc Electrophysiol. 2006;17(7):705–711
  6. Ribeiro AL, Cavalvanti PS, Lombardi F, Nunes Mdo C, Barros MV, Rocha MO. Prognostic value of signal-averaged electrocardiogram in Chagas disease. J Cardiovasc Electrophysiol. 2008;19(5):502–509
  7. Isma’eel H, Shamseddeen W, Taher A, Gharzuddine W, Dimassi A, Alam S, et al. Ventricular late potentials among thalassemia patients. Int J Cardiol. 2009;132(3):453–455
  8. Folino AF, Bauce B, Frigo G, Nava A. Long-term follow-up of the signal-averaged ECG in arrhythmogenic right ventricular cardiomyopathy: correlation with arrhythmic events and echocardiographic findings. Europace. 2006;8(6):423–429
  9. Lander P, Berbari EJ, Rajagopalan CV, Vatterott P, Lazzara R. Critical analysis of the signal-averaged electrocardiogram Improved identification of late potentials. Circulation. 1993;87(1):105–117
  10. Schwarzmaier HJ, Karbenn U, Borggrefe M, Ostermeyer J, Breithardt G. Relation between ventricular late endocardial activity during intraoperative endocardial mapping and low amplitude signals within the terminal QRS complex on the signal-averaged surface electrocardiogram. Am J Cardiol. 1990;66(3):308–314
  11. Vaitkus PT, Kindwall KE, Marchlinski FE, Miller JM, Buxton AE, Josephson ME. Differences in electrophysiological substrate in patients with coronary artery disease and cardiac arrest or ventricular tachycardia Insights from endocardial mapping and signal-averaged electrocardiography. Circulation. 1991;84(2):672–678
  12. Gomis P, Jones DL, Caminal P, Berbari EJ, Lander P. Analysis of abnormal signals within the QRS complex of the high-resolution electrocardiogram. IEEE Trans Biomed Eng. 1997;44:681–693
  13. Lander P, Gomis P, Goyal R, Berbari EJ, Caminal P, Lazzara R, et al. Analysis of abnormal intra-QRS potentials Improved predictive value for arrhythmic events with the signal-averaged electrocardiogram. Circulation. 1997;95:1386–1393
  14. Lin CC, Chen CM, Yang IF, Yang TF. Automatic optimal order selection of parametric modeling for the evaluation of abnormal intra-QRS signals in signal-averaged electrocardiograms. Med Biol Eng Comput. 2005;43:218–224
  15. Lin CC. Enhancement of accuracy and reproducibility of parametric modeling for estimating abnormal intra-QRS potentials in signal-averaged electrocardiograms. Med Eng Phys. 2008;30:834–842
  16. Berbari EJ, Bock EA, Cházaro AC, Sun X, Sörnmo L. High-resolution analysis of ambulatory electrocardiograms to detect possible mechanisms of premature ventricular beats. IEEE Trans Biomed Eng. 2005;52:593–598
  17. Lander P, Gomis P, Warren S, Hartman G, Shuping K, Lazzara R, et al. Abnormal intra-QRS potentials associated with percutaneous transluminal coronary angiography-induced transient myocardial ischemia. J Electrocardiol. 2006;39:282–289
  18. Ljung L. System identification: theory for the user. vol. 81–93. Prentice-Hall, Inc.; 1999;p. 326–329
  19. Johnson RA, Wichern DW. Applied multivariate statistical analysis. Prentice-Hall, Inc.; 2002;p. 581–646
  20. Griner PF, Mayewski RJ, Mushlin AI, Greenland P. Selection and interpretation of diagnostic tests and procedures. Principles and applications. Ann Intern Med. 1981;94:557–592

PII: S1350-4533(09)00233-1

doi: 10.1016/j.medengphy.2009.11.001

Medical Engineering & Physics
Volume 32, Issue 2 , Pages 136-144 , March 2010

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