Wavelet analysis and time-frequency distributions of the body surface ECG before and after angioplasty

Computer Methods and Programs in Biomedicine

Volumn 62, Issue 2, 2000, Pages 87-98

  Gramatikov, Boris ^a   Brinker, Jeffrey ^b   Yi Chun, Sun ^a   Thakor, Nitish V ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

^b JOHNS HOPKINS HOSPITAL   (United States)

Author keywords

Angioplasty; ECG; Intra QRS; Ischemia; PTCA; Wavelet transform

Indexed keywords

CARDIOVASCULAR SURGERY; FREQUENCY DOMAIN ANALYSIS; SPECTRUM ANALYSIS; TIME DOMAIN ANALYSIS; WAVELET TRANSFORMS;

PERCUTANEOUS TRANSLUMINAL CORONARY ANGIOPLASTY;

ELECTROCARDIOGRAPHY;

ADULT; ARTICLE; CLINICAL ARTICLE; CONTROLLED STUDY; CORONARY BLOOD VESSEL; ELECTROCARDIOGRAM; ELECTROPHYSIOLOGY; HEART MUSCLE ISCHEMIA; HUMAN; LEFT CORONARY ARTERY; QRS COMPLEX; RIGHT CORONARY ARTERY; ST SEGMENT DEPRESSION; TRANSLUMINAL CORONARY ANGIOPLASTY; WAVEFORM;

ANGIOPLASTY, TRANSLUMINAL, PERCUTANEOUS CORONARY; CHEST PAIN; CORONARY DISEASE; ELECTROCARDIOGRAPHY; ELECTROPHYSIOLOGY; HUMANS; MIDDLE AGED; MYOCARDIAL ISCHEMIA; PILOT PROJECTS; TIME FACTORS;

EID: 0034646981     PISSN: 01692607     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2607(00)00060-2     Document Type: Article

References (47)

1. Kleber A.G., Riegger C.B., Janse M.J. Electrical uncoupling and increase of extracellular resistance after induction of ischemia in isolated, arterially perfused rabbit papillary muscle. Circ. Res. 61:1987;271-279.
2. Morena H., Janse M.J., Fiolet J.W., Krieger W.J., Crijns H., Durrer D. Comparison of the effects of regional ischemia, hypoxia, hyperkalemia, and acidosis on intracellular potentials and metabolism in the isolated porcine heart. Circ. Res. 46:1980;634-646.
3. + channel on ECG ST segment elevation during a bout of myocardial ischemia: a study on epicardial mapping in dogs. Circulation. 88 (part I):1993;1845-1851.
4. Smith W.T., Fleet W.T., Johnson T.A., Engle C.L., Cascio W.E. The Ib phase of ventricular arrhythmias in ischemic in situ porcine heart is related to changes in cell-to-cell electrical coupling. Circulation. 92:1995;3051-3060.
5. Owens L.M., Fralix T., Murphy E., Cascio W.E., Gettes L.S. Correlation of ischemia-induced extracellular and intracellular ion changes to cell-to-cell electrical uncoupling in isolated blood-perfused rabbit hearts. Circulation. 94:1996;10-13.
6. F. Jager, G.B. Moody, A. Taddei, R.G. Mark, Performance measures for algorithms to detect transient ischemic ST segment changes, Proc. Comp. Cardiol. (1991) 343-346.
7. Fletcher G., Froelicher V., Hartley H., Haskel W., Pollok M. Exercise standards: a statement for health professionals from the American Heart Association. Circulation. 82:1990;2286-2322.
8. Dunn R., Freedman B., Kelly D., Bailey I., McLaughlin A. Exercise-induced ST-elevation in leads V1 or Vl. A predictor of anterior myocardial ischemia and left anterior descending coronary artery disease. Circulation. 63:1981;1357-1363.
9. Sullivan I., Davies D., Sowton E. Submaximal exercise testing early after myocardial infarction. Prognostic importance of exercise induced ST segment elevation. Br. Heart J. 52:1984;147-153.
10. Burgess M.J., Baruffi S., Spaggiari S., Macchi E., Lux R., Taccardi B. Determination of activation and recovery sequences and local repolarization durations from distant electrocardiographic leads. Jpn. Heart J. 27:1986;205-216.
11. Spach M.S., Barr R.C. Analysis of ventricular activation and repolarization from intramural and epicardial potential distributions for ectopic beats in the intact dog. Circ. Res. 37:1975;830-843.
12. D.M. Mirvis. Anatomic basis for the injury current producing ST-segment shifts on the body surface ECG, J. Electrocardiol. 24, 41-43.
13. Abboud S. High frequency ECG - a new method to examine depolarization changes mediated by transient myocardial ischemia. Proc. Comp. Cardiol. 1989:1989;105-108.
14. M. Okajima, T. Kawaguchi, S. Suzuki, Detection of higher frequency components at mid-QRS stage of Electrocardiogram, IEEE Comp. Soc. Press (1990) 343-346.
15. F. Forgione, S. Caico, L. Tagliagambe, G. Figini, F. Acquati, Variations on high-frequency components of QRS complex induced by myocardial ischemia, Eur. Heart J. 13 (1992) 117, 725.
16. Lander P., Albert D., Berbari E. Spectrotemporal analysis of ventricular late potentials. J. Electrocardiol. 23:1990;95-108.
17. Z. Nikolov, I. Georgiev, B. Gramatikov, I. Daskalov, Use of the Wavelet Transform for Time-Frequency Localization of Late Potentials, Proceedings of the Congress '93 for the German, Austrian and Swiss Society for Biomedical Engineering, Graz, Austria, 1993, pp. 87-89.
18. Meste O., Rix H., Caminal P., Thakor N. Ventricular late potentials characterization in time-frequency domain by means of a wavelet transform. IEEE Trans. BME. 41:1994;625-634.
19. Gramatikov B., Georgiev I. Wavelets as an alternative to STFT in signal-averaged electrocardiography. Med. Biol. Eng. Comp. 33:1995;482-487.
20. Wagner N.B., Sevilla D.C., Krucoff M.W. Transient alterations of the QRS complex and ST segment during and after percutaneous transluminal balloon angioplasty of the left anterior descending coronary artery. Am. J. Cardiol. 62:1988;1038-1043.
21. Selvester R.H., Wagner N.B., Wagner B.S. Ventricular excitation during percutaneous transluminal angioplasty of the left anterior descending coronary artery. Am. J. Cardiol. 62:1988;1116-1122.
22. Preda I., Nadeau R., Savard P., Hamel D., Palisaitis D., Shenasa M., Nasmith J. QRS alterations in body surface potential distributions during percutaneous transluminal coronary angioplasty in single-vessel disease. J. Electrocardiol. 27:1994;311-322.
23. F. Hlawatsch, G.F. Bourdeaux-Bartels, Linear and quadratic time-frequency signal representations, IEEE Signal Process. Mag. (1992) 21-67.
24. Mallat S. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Anal. Machine Intell. 11:1989;674-693.
25. Chui C.K. Wavelets: A Tutorial in Theory and Applications. 1992;Academic Press, San Diego.
26. Chui C.K. Wavelets: Theory, Algorithms and Applications. 1994;Academic Press, San Diego.
27. Chan Y.T. Wavelet Basics. 1995;Kluwer, Dordrecht.
28. Aldroubi A., Unser M. Wavelets in Medicine and Biology. 1996;CRC Press, Boca Raton, FL.
29. Kronland-Martinet R., Morlet J., Grossmann A. Analysis of sound patterns through wavelet transforms. Intern. J. Pattern Recogn. Artif. Intell. 1:1987;273-302.
30. Holschneider M., Kronland-Martinet R., Tchamitchian P. A real-time algorithm for signal analysis with the help of the wavelet transform. Combes J., Grossmann A., Tchamitchian P. Wavelets: Time-Frequency Methods and Phase Space. 1989;286-297 Springer, New York.
31. Holschneider M. Localization properties of wavelet transforms. J. Math. Phys. 34:1993;3227-3244.
32. Kaiser G. A Friendly Guide to Wavelets. 1994;Birkhauser, Boston.
33. Antoniadis A., Oppenheim G. Wavelets and Statistics. 1995;Springer, Berlin.
34. Strang G., Nguyen T. Wavelets and Filter Banks. 1996;Wellesley-Cambridge Press, Wellesley, MA.
35. N. Thakor, B. Gramatikov, M. Mita, Multiresolution wavelet analysis of ECG during ischemia and reperfusion, Proceedings of the Computers in Cardiology, London, 1993, pp. 895-898.
36. N. Thakor, S. Yi-Chun, B. Gramatikov, H. Rix, P. Caminal, Multiresolution wavelet analysis of ECG: Detection of ischemia and reperfusion in angioplasty. Proceedings of the World Congress in Medical Physics and Biomedical Engineering, Rio de Janeiro, 1994, pp. 392.
37. B. Gramatikov, N. Thakor, Wavelet analysis of coronary artery occlusion related changes in ECG Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, 1993, pp. 731.
38. Gramatikov B., Yi-chun S., Rix H., Caminal P., Thakor N. Multiresolution wavelet analysis of the body surface ECG before and after angioplasty. Ann. Biomed. Eng. 23:1995;553-561.
39. Grossmann A., Morlet J. Decomposition of Hardy functions into square integrable wavelets of constant shape. Society for Industrial and Applied Mathematics (SIAM). J. Math. Anal. 15:1984;723-736.
40. Holschneider M. Wavelets. An Analysis Tool. 1995;Clarendon Press, Oxford.
41. O. Rioul, M. Vetterli, Wavelets and signal processing, IEEE Signal Process. Mag. (1991) 14-38.
42. Davis J.C. Statistics and Data Analysis in Geology. 2nd ed:1986;Wiley, New York.
43. Goupillaud P., Grossmann A., Morlet J. Cycle-octave and related transforms in seismic signal analysis. Geoexploration. 23:1984;85-102.
44. Oppenheim A.V., Schaffer R.W. Discrete-Time Signal Processing. 1989;Prentice Hall, Englewood Cliffs, NJ.
45. L. Senhadji, G. Carrault, J.J. Bellanger, G. Passariello, Some new applications of the wavelet transforms, Proceedings of the 14th Ann. Internat. Conf. of the IEEE EMBS, Paris, (1992) 2592-2593.
46. F.B. Tuteur, Wavelet transformation in signal detection, Proc. IEEE Int. Conf. ASSP (1988) 1435-1438.
47. M. Krucoff, Electrocardiographic monitoring and coronary occlusion. Fingerprint pattern analysis in dimensions of space, time, and mind, J. Electrocardiol., 22 Suppl. (1989) 232-236.