Application of continuous-time wavelet entropy for detection of cardiac repolarisation alternans

IET Signal Processing

Volumn 7, Issue 8, 2013, Pages 783-790

  Bakhshi, Asim Dilawer ^a   Bashir, Sajid ^b   Loan, Asim ^a   Maud, Muhammad Ali ^a  

^a UNIVERSITY OF ENGINEERING AND TECHNOLOGY   (Pakistan)

^b IQRA UNIVERSITY   (Pakistan)

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUOUS TIME SYSTEMS; ENTROPY; WAVELET TRANSFORMS;

CONTINUOUS WAVELET TRANSFORM; OPTIMAL FREQUENCY BANDS; PERFORMANCE IMPROVEMENTS; SUDDEN CARDIAC DEATHS; VENTRICULAR ARRHYTHMIAS; WAVELET COEFFICIENTS; WAVELET ENERGY COEFFICIENTS; WAVELET ENTROPIES;

SIGNAL TO NOISE RATIO;

EID: 84884536883     PISSN: 17519675     EISSN: 17519683     Source Type: Journal    
DOI: 10.1049/iet-spr.2012.0128     Document Type: Article

References (34)

1. Lewis,T.:'Notes upon alternation of the heart', QJM, 1910, 4, pp. 141-144
2. Hering, H.: 'Experimentelle studien an saugentieren uber das electrocardiogram', Z. Exper. Med., 1909, 7, p. 363
3. Adam, D., Powell, A., Gordon, H., Cohen, R.: 'Estimation of ventricular vulnerability to fibrillation through t-wave time series analysis', Comput. Cardiol., 1982, 8, pp. 307-310
4. Adam, D., Smith, J., Akselrod, S., Nyberg, S., Powell, A., Cohen, R.: 'Fluctuations in t-wave morphology and susceptibility to ventricular fibrillation', J. Electrocardiol., 1984, 17, (3), pp. 209-218
5. Smith, J., Clancy, E., Valeri, C., Ruskin, J., Cohen, R.: 'Electrical alternans and cardiac electrical instability', Circulation, 1988, 77, pp. 110-121
6. Pastore, J., Steven, M., Girouard, D., Laurita, K., Akar, F., Rosenbaum, D.: 'Mechanism linking t-wave alternans to the genesis of cardiac fibrillation', Circulation, 1999, 99, pp. 1385-1394
7. Narayan, S.: 'T-wave alternans and the susceptibility to ventricular arrhythmias: State of the art paper', J. Am. Coll. Cardiol., 2006, 47, (2), pp. 269-281
8. Pham, Q., Quan, K., Rosenbaum, D.: 'T-wave alternans: marker, mechanism, and methodology for predicting sudden cardiac death', J. Electrocardiol., 2003, 36, pp. 75-81
9. Nieminen, T., Verrier, R.: 'Usefulness of t-wave alternans in sudden death risk stratification and guiding medical therapy', Ann. Noninvasive Electrocardiol., 2010, 15, pp. 276-288
10. Verrier, R., Kumar, K., Nearing, B.: 'Basis for sudden cardiac death prediction by t-wave alternans from an integrative physiology perspective', Heart Rhythm, 2009, 6, pp. 416-422
11. Martinez, J., Olmos, S.: 'Methodological principles of t wave alternans analysis: a unified framework', IEEE Trans. Biomed. Eng., 2005, 52, pp. 599-613
12. Laguna, P., Ruiz, M., Moody, G., Mark, R.: 'Repolarization alternans detection using the KL transform and the beatquency spectrum', Comput. Cardiol., 1996, pp. 673-676
13. Monasterio, V., Laguna, P., Martinez, J.: 'Multilead analysis of t-wave alternans in the ecg using principal component analysis', IEEE Trans. Biomed. Eng., 2009, 56, pp. 1880-1890
14. Nearing, B., Huang, A., Verrier, R.: 'Dynamic tracking of cardiac vulnerability by complex demodulation of the t wave', Science, 1991, 252, pp. 437-440
15. Addison, P.: 'Wavelet transforms and the ecg: a review', Physiol. Meas., 2005, 26, pp. R155-R199
16. Lemire, D., Pharand, C., Rajaonah, J., Dube, B., LeBlanc, A.: 'Wavelet time entropy, t wave morphology and myocardial ischemia', IEEE Trans. Biomed. Eng., 2000, 47, (7), pp. 967-970
17. Boixa, M., Cantob, B., Cuesta, D., Micoc, P.: 'Using the wavelet transform for t-wave alternans detection', Math. Comput. Model., 2009, 50, (5-6), pp. 738-742
18. Romero, I., Grubb, N., Clegg, G., Robertson, C., Addison, P., Watson, J.: 'T-wave alternans found in preventricular tachyarrhythmias in ccu patients using a wavelet transform-based methodology', IEEE Trans. Biomed. Eng., 2008, 55, (11), pp. 2658-2665
19. Rossoa, O., Blancoa, S., Yordanovab, J., et al: 'Wavelet entropy: a new tool for analysis of short duration brain electrical signals', J. Neurosci. Methods, 2001, 105, (1), pp. 65-75
20. Chen, S., Huang, H., Chen, C., Wu, G.: 'Energy-proportion based scheme for audio watermarking', IET Signal Process., 2010, 4, pp. 576-587
21. Cek, M.E., Ozgoren, M., Savaci, F.A.: 'Continuous time wavelet entropy of auditory evoked potentials', Comput. Biol. Med., 2010, 40, pp. 90-96
22. Weiss, J., Garfinkel, A., Karagueuzian, H., Qu, Z., Chen, P.: 'Chaos and the transition to ventricular fibrillation: a new approach to anti-arrhythmic drug evaluation', Circulation, 1999, 99, pp. 2819-2826
23. Addison, P.: 'The illustrated wavelet transform handbook' (Institute of Physics Publishing, 2002)
24. Sornmo, L., Laguna, P.: 'Bioelectrical signal processing in cardiac and neurological applications' (Academic Press, 2005)
25. Laguna, P., Jané, R., Caminal, P.: 'Automatic detection of wave boundaries in multilead ecg signals: Validation with the cse database', Comput. Biomed. Res., 1994, 27, (1), pp. 45-60. Available at http://physionet.incor.usp.br/physiotools/ecgpuwave/
26. Goldberger, A., Amaral, L., Glass, L. et al.: 'Physiobank, physiotoolkit, and physionet: components of a new research resource for complex physiologic signals', Circulation, 2000, 101, pp. e215-e220. Circulation Electronic Pages. Available at http://circ.ahajournals.org/cgi/content/full/101/23/e215PMID:1085218; doi: 10.1161/01. CIR.101.23.e215
27. Khaustov, A., Nemati, S., Clifford, G.: 'An open source standard t-wave alternans detector for benchmarking'. Computers in Cardiology, September 2008, pp. 509-512
28. Martinez, J., Olmos, S., Laguna, P.: 'Simulation study and performance evaluation of t-wave alternans detectors'. Twenty-second Annual Int. Conf. IEEE Engineering in Medicine and Biology Society, July 2000, vol. 3, pp. 2291-2297
29. Moody, G.: 'The physionet/computers in cardiology challenge 2008: T-wave alternans', Comput. Cardiol., 2008, 35, pp. 505-508
30. Horn, R., Johnson, C.: 'Topics in matrix analysis' (Cambridge University Press, 1991)
31. Higuchi, T., Nakaya, Y.: 'T wave polarity related to the repolarization process of epicardial and endocardial ventricular surfaces', Am. Heart J., 1984, 108, pp. 290-295
32. Sicouri, S., Antzelevitch, C.: 'A subpopulation of cells with unique electrophysiological properties in the deep subepicardium of the canine ventricle: the m cell', Circ. Res., 1991, 68, pp. 1729-1741
33. Liu, D.-W., Antzelevitch, C.: 'Characteristics of the delayed rectifier current (ikr and iks) in canine ventricular epicardial, midmyocardial, and endocardial myocytes', Circ. Res., 1995, 76, pp. 351-365
34. McSharry, P., Clifford, G., Tarassenko, L., Smith, L.: 'A dynamical model for generating synthetic electrocardiogram signals', IEEE Trans. Biomed. Eng., 2003, 50, (3), pp. 289-294. Available at http://www.physionet.org/physiotools/ecgsyn/