Rapidly detecting disorder in rhythmic biological signals: A spectral entropy measure to identify cardiac arrhythmias

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 79, Issue 1, 2009, Pages

  Staniczenko, Phillip P A ^a   Lee, Chiu Fan ^a   Jones, Nick S ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ENTROPY; HOSPITAL DATA PROCESSING; POWER SPECTRUM; SPECTRUM ANALYSIS; TIME SERIES;

ARRHYTHMIA DETECTIONS; ATRIAL FIBRILLATIONS; ATRIAL FLUTTERS; BIOLOGICAL SIGNALS; CARDIAC ARRHYTHMIAS; CHARACTERISTIC DIFFERENCES; FREQUENCY DOMAINS; MEASURES OF DISORDERS; NORMAL SINUS RHYTHMS; PATIENT DATUM; POTENTIAL APPLICATIONS; POWER-SPECTRA; RAPID IDENTIFICATIONS; RESPONSE TIME; SPECTRAL ENTROPIES;

FREQUENCY RESPONSE;

EID: 60349101269     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.79.011915     Document Type: Article

References (43)

1. World Health Organization Fact sheet No. 317, 2007: www.who.int/ mediacentre/factsheets/fs317/en/.
2. W. B. Kannel, N. Engl. J. Med. 306, 1018 (1982);
3. J. A. Cairns and S. J. Connolly, Circulation 84, 469 (1991).
4. D. H. Bennett, Cardiac Arrhythmias, 6th ed. (Arnold, London, 2002).
5. N. Wessel, Int. J. Bifurcation Chaos Appl. Sci. Eng. 17, 3325 (2007). 10.1142/S0218127407019093
6. S. Akselrod, Science 213, 220 (1981). 10.1126/science.6166045
7. P. Grassberger and I. Procaccia, Phys. Rev. A 28, 2591 (1983); 10.1103/PhysRevA.28.2591
8. S. M. Pincus, Proc. Natl. Acad. Sci. U.S.A. 88, 2297 (1991); 10.1073/pnas.88.6.2297
9. J. S. Richman and J. R. Moorman, Am. J. Physiol. 278, H2039 (2000).
10. J. Bai, IEEE Eng. Med. Biol. Mag. 18, 63 (1999); 10.1109/51.775490
11. U. Anliker, IEEE Trans. Inf. Technol. Biomed. 8, 415 (2004). 10.1109/TITB.2004.837888
12. W. Xu, Circulation 105, 1472 (2002); 10.1161/01.CIR.0000012349.14270.54
13. W. Xu, IEEE Trans. Signal Process. 55, 5552 (2007); 10.1109/TSP.2007. 899374
14. J. Villacastín, Rev. Esp. Cardiol. 60, 104 (2007).
15. K. Tateno and L. Glass, Comput. Cardiol. 27, 391 (2000);
16. K. Tateno and L. Glass, Med. Biol. Eng. Comput. 39, 664 (2001). 10.1007/BF02345439
17. T. Inouye, Electroencephalogr. Clin. Neurophysiol. 79, 204 (1991); 10.1016/0013-4694(91)90138-T
18. O. A. Rosso, Int. J. Psychophysiol 64, 75 (2007). 10.1016/j.ijpsycho. 2006.07.010
19. Data from www.physionet.org; see A. L. Goldberger, Circulation 101, 215 (2000).
20. Laguna, Comput. Cardiol. 24, 673 (1997).
21. J. W. Cooley and J. W. Tukey, Math. Comput. 19, 297 (1965). 10.2307/2003354
22. V. Schulte-Frohlinde, Y. Ashkenazy, A. L. Goldberger, P. C. Ivanov, M. Costa, A. Morley-Davies, H. E. Stanley, and L. Glass, Phys. Rev. E 66, 031901 (2002). 10.1103/PhysRevE.66.031901
23. C. Lerma, C. F. Lee, L. Glass, and A. L. Goldberger, J. Electrocardiol. 40, 78 (2007). 10.1016/j.jelectrocard.2006.04.011
24. R. W. de Boer, IEEE Trans. Biomed. Eng. 31, 384 (1984). 10.1109/TBME.1984.325351
25. J. Ng and J. J. Goldberger, J. Cardiovasc. Electrophysiol. 18, 680 (2007). 10.1111/j.1540-8167.2007.00832.x
26. T. H. Everett, IEEE Trans. Biomed. Eng. 48, 969 (2001). 10.1109/10.942586
27. F. J. Harris, Proc. IEEE 66, 51 (1978). 10.1109/PROC.1978.10837
28. A. H. Nuttall, IEEE Trans. Acoust., Speech, Signal Process. 29, 84 (1981). 10.1109/TASSP.1981.1163506
29. G. J. McLachlan, Discriminant Analysis and Statistical Pattern Recognition (Wiley, New York, 1992).
30. Designing Clinical Research, edited by, S. Hulley, and, S. Cumming, (Williams & Wilkins, Baltimore, 1988).
31. See EPAPS Document No. E-PLEEE8-78-146812 for supplementary information containing the ECGs referred to in, obtained from the Chart-O-Matic facility on the physionet website. For more information on EPAPS, See http://www.aip.org/ pubservs/epaps.html.
32. For discussions on nonstationarities in heart rate time series, see P. Bernaola-Galvan, P. C. Ivanov, L. A. Nunes Amaral, and H. E. Stanley, Phys. Rev. Lett. 87, 168105 (2001); 10.1103/PhysRevLett.87.168105
33. C. Cammarota and E. Rogora, Physica A 353, 323 (2005). 10.1016/j.physa.2005.01.030
34. G. Horvath, J. J. Goldberger, and A. H. Kadish, J. Cardiovasc. Electrophysiol. 11, 849 (2000). 10.1111/j.1540-8167.2000.tb00063.x
35. S. Vikman, Circulation 100, 2079 (1999);
36. S. Vikman, J. Am. Coll. Cardiol. 45, 278 (2005). 10.1016/j.jacc.2004.10. 033
37. S. Sarkar, D. Ritscher, and R. Mehra, IEEE Trans. Biomed. Eng. 55, 1219 (2008). 10.1109/TBME.2007.903707
38. D. Andresen and T. Brüggemann, J. Cardiovasc. Electrophysiol. Suppl. 9, S26 (1998);
39. F. Murgatroyd, Pacing Clin. Electrophysiol. 18, 1315 (1995); 10.1111/j.1540-8159.1995.tb06972.x
40. F. Pinciroli and A. Castelli, Automedica 6, 295 (1986);
41. J. Slocum, Comput. Cardiol. 13, 253 (1987).
42. L. Salvatore and A. Trotta, Proc. IEEE 135, 346 (1988).
43. C. W. Israel, J. Am. Coll. Cardiol. 43, 47 (2004). 10.1016/j.jacc.2003. 08.027