Frequency Analysis of the Electrocardiogram with Maximum Entropy Method for Identification of Patients with Sustained Ventricular Tachycardia

IEEE Transactions on Biomedical Engineering

Volumn 38, Issue 9, 1991, Pages 821-826

  Schels, Hans F ^a   Haberl, Ralph ^a   Jilge, Gerhard ^a   Steinbigler, Peter ^a   Steinbeck, Gerhard ^a  

^a UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION THEORY; MATHEMATICAL TECHNIQUES - LEAST SQUARES APPROXIMATIONS; SPECTRUM ANALYSIS; WAVEFORM ANALYSIS;

ACG FREQUENCY ANALYSIS; AUTOREGRESIVE MODEL; MAXIMUM ENTROPY METHOD; QRS-COMPLEX; VENTRICULAR TACHYCARDIA;

BIOMEDICAL ENGINEERING;

ADULT; ALGORITHM; ARTICLE; COMPUTER ANALYSIS; CONTROLLED STUDY; ELECTROCARDIOGRAM; ENTROPY; HEART VENTRICLE TACHYCARDIA; HUMAN; MAJOR CLINICAL STUDY; NORMAL HUMAN;

ALGORITHMS; ELECTROCARDIOGRAPHY; FOURIER ANALYSIS; HUMAN; MODELS, STATISTICAL; MYOCARDIAL INFARCTION; REFERENCE VALUES; TACHYCARDIA;

EID: 0026230697     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/10.83601     Document Type: Article

References (21)

1. M. B. Simson, L. Horowitz, M. Josephson, and E. N. Moore, “A marker for ventricular tachycardia after myocardial infarction,” Circulation, vol. 62, suppl. 3, Abstract, p. 262, 1980.
2. G. Breithardt, M. Borggrefe, and K. Haerten, “Venctricular late potentials and inducible ventricular tachyarrhythmias as a marker for ventricular tachycardia after myocardial infarction,” Eur. Heart J., vol. 7, pp. 127–134, 1986.
3. P. Denes, P. Santarelli, R. G. Hauser, and E. F. Uretz, “Quantitative analysis of the high-frequency components of the terminal portion of the body surface QRS in normal subjects and in patients with ventricular tachycardia,” Circulation, vol. 67, pp. 1129–1138, 1983.
4. M. B. Simson, “Clinical application of signal averaging,” Cardiol. Clin., vol. 1, no. 1, pp. 109–119, 1983.
5. M. Oeff, E.-R.v. Leitner, R. Sthapit, G. Breithardt, M. Borggrefe, O. Karpenn, T. Meinertz, R. Zotz, W. Clas, V. Hombach, and H. W. Hüpp, “Methods for noninvasive detection of ventricular late potentials— a comparative multicenter study,” Eur. Heart J., vol. 7, pp. 25–37, 1986.
6. R. Haberl, G. Jilge, and G. Steinbeck, “Spectral mapping of the electrocardiogram with Fourier transform for identification of patients with sustained ventricular tachycardia and coronary artery disease,” Eur. Heart J., vol. 10, pp. 316–322, 1989.
7. S. M. Kay and S. L. Marple Jr., “Spectrum analysis—a modern perspective,” Proc. IEEE, vol. 69, no. 11, pp. 1380–1419, Nov. 1981.
8. J. Makhoul, “Linear prediction: A tutorial review,” Proc. IEEE, vol. 63, no. 4, pp. 561–580, Apr. 1975.
9. T. J. Ulrych and T. N. Bishop, “Maximum entropy spectral analysis and autoregressive decomposition, reviews of geophysics and space physics,” vol. 13, no. 1, pp. 183–200, Feb. 1975; in [4], pp. 54–71.
10. J. B. Levy and D. A. Linkens, “Spectral analysis of short-time biomedical data using adaptive filters,” IEEE Proc., vol. 131, pt. A, no. 3, May 1984.
11. R. Haberl, G. Jilge, R. Pulter, and G. Steinbeck, “Comparison of electrocardiogram in frequency and time domain in patients with ventricular tachycardia and coronary artery disease: Methodological validation and clinical relevance,” J. Amer. Coll. Cardiol., vol. 12, pp. 150–158, July 1988.
12. M. Okada, “A digital filter for the QRS complex detection,” IEEE Trans. Biomed. Eng., vol. BME-26, pp. 700–703, Dec. 1979.
13. J. Pan and W. J. Tompkins, “A real-time QRS detection algorithm,” IEEE Trans. Biomed. Eng., vol. BME-32, pp. 230–236, Mar. 1985.
14. J. P. Burg, “Maximum entropy spectral analysis,” presented at 37th Meet. Soc. Exploration Geophysicists, Oklahoma City, OK, Oct. 31, 1967; in [4], pp. 34–41.
15. —, “A new analysis technique for time series data,” NATO Advanced Study Inst. Signal Proc., Enschede, Netherlands, vol. 1, Aug. 1968; in [4], pp. 42–48.
16. L. Marple, “A new autoregressive spectrum analysis algorithm,” IEEE Trans. Acoustics, Speech, and Signal Proc., vol. ASSP-28, pp. 441–454, Aug. 1980.
17. L. J. Faber, “Commentary on the denominator recursion for Burg's block algorithm,” Proc. IEEE, vol. 74, pp. 1046–1047, July 1986.
18. D. G. Childers, Ed., Modern Spectrum Analysis. New York: IEEE, 1978.
19. P. F. Fougere, “A solution to the problem of spontaneous line splitting in maximum entropy power spectrum analysis,” J. Geophys. Res., vol. 82, pp. 1051–1054, Mar. 1977.
20. R. Schlittgen, B. H. J. Streitberg, “Zeitreihenanalyse,” Oldenbourg Verlag, 1984, ch. 5, pp. 248–256.
21. M. K. Ibrahim, “On line splitting in the optimum tapered Burg algorithm,” IEEE Trans. Acoustics, Speech, Signal Proc., vol. ASSP-35, pp. 1476–1479, Oct. 1987.