An efficient method of addressing ectopic beats: New insight into data preprocessing of heart rate variability analysis

Journal of Zhejiang University: Science B

Volumn 12, Issue 12, 2011, Pages 976-982

  Wen, Feng ^a,b   He, Fang Tian ^c  

^a ZHEJIANG UNIVERSITY   (China)

^b ZHEJIANG UNIVERSITY   (China)

^c ZHEJIANG UNIVERSITY SCHOOL OF MEDICINE   (China)

Author keywords

Ectopic beat; Frequency domain; Heart rate variability (HRV); Power spectrum density

Indexed keywords

ALGORITHM; ARTICLE; EXTRASYSTOLE; HEART RATE VARIABILITY; PRIORITY JOURNAL; SINUS NODE CONDUCTION VELOCITY;

ALGORITHMS; CARDIAC COMPLEXES, PREMATURE; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; HEART RATE; HUMANS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84856961104     PISSN: 16731581     EISSN: 18621783     Source Type: Journal    
DOI: 10.1631/jzus.B1000392     Document Type: Article

References (24)

1. Acar, B., Savelieva, I., Hemingway, H., Malik, M., 2000. Automatic ectopic beat elimination in short-term heart rate variability measurement. Comput. Methods Programs Biomed., 63(2):123-131. [doi:10.1016/S0169-2607(00) 00081-X]
2. Amar, D., Zhang, H., Miodownik, S., Kadish, A. H., 2003. Competing autonomic mechanisms precede the onset of postoperative atrial fibrillation. J. Am. Coll. Cardiol., 42(7):1262-1268. [doi:10.1016/S0735-1097(03) 00955-0] (Pubitemid 37188353)
3. Bettoni, M., Zimmermann, M., 2002. Autonomic tone variations before the onset of paroxysmal atrial fibrillation. Circulation, 105(23):2753-2759. [doi:10.1161/01. CIR. 0000018443.44005. D8] (Pubitemid 34615147)
4. Camm, A. J., Malik, M., Bigger, J. T., Breithardt, G., Cerutti, S., Cohen, R. J., Coumel, P., Fallen, E. L., Kennedy, H. L., Kleiger, R. E., et al., 1996. Heart rate variability: standards of measurement, physiological interpretation, and clinical use. Circulation, 93(5):1043-1065. [doi:10.1161/01. CIR.93.5.1043] (Pubitemid 26074841)
5. Colak, O. H., 2009. Preprocessing effects in time-frequency distributions and spectral analysis of heart rate variability. Digital Signal Process., 19(4):731-739. [doi:10.1016/j. dsp. 2008.09.004]
6. Dimmer, C., Tavernier, R., Gjorgov, N., van Nooten, G., Clement, D. L., Jordaens, L., 1998. Variations of autonomic tone preceding onset of atrial fibrillation after coronary artery bypass grafting. Am. J. Cardiol., 82(1):22-25. [doi:10.1016/S0002-9149(98) 00231-8] (Pubitemid 28322029)
7. Huang, J. L., Wen, Z. C., Lee, W. L., Chang, M. S., Chen, S. A., 1998. Changes of autonomic tone before the onset of paroxysmal atrial fibrillation. Int. J. Cardiol., 66(3):275-283. [doi:10.1016/S0167-5273(98) 00241-1]
8. Kim, K. K., Kim, J. S., Lim, Y. G., Park, K. S., 2009. The effect of missing RR-interval data on heart rate variability analysis in the frequency domain. Physiol. Meas., 30(10):1039-1050. [doi:10.1088/0967-3334/30/10/005]
9. Li, H., Ma, X. Q., Ye, F., Zhang, J., Zhou, X., Wang, Z. H., Li, Y. M., Zhang, G. Y., 2009. Expressions of cardiac sympathetic norepinephrine transporter and β1-adrenergic receptor decreased in aged rats. J. Zhejiang Univ.-Sci. B, 10(3):203-210. [doi:10.1631/jzus. B0820213]
10. Lombardi, F., Tarricone, D., Tundo, F., Colombo, F., Belletti, S., Fiorentini, C., 2004. Autonomic nervous system and paroxysmal atrial fibrillation: study based on the analysis of RR interval changes before, during and after paroysmal atrial fibrillation. Eur. Heart J., 25(14):1242-1248. [doi:10.1016/j.ehj.2004.05.016] (Pubitemid 38891575)
11. Maestri, R., Raczak, G., Danilowicz-Szymanowicz, L., Torunski, A., Sukiennik, A., Kubica, J., La Rovere, M. T., Pinna, G. D., 2010. Reliability of heart rate variability measurements in patients with a history of myocardial infarction. Clin. Sci., 118(3):195-201. [doi:10.1042/CS20090183]
12. Mateo, J., Laguna, P., 2003. Analysis of heart rate variability in the presence of ectopic beats using the heart timing signal. IEEE Trans. Biomed. Eng., 50(3):334-343. [doi:10. 1109/TBME.2003.808831] (Pubitemid 36331675)
13. Mitov, I. P., 1998. A method for assessment and processing of biomedical signals containing trend and periodic components. Med. Eng. Phys., 20(9):660-668. [doi:10.1016/S1350-4533(98) 00077-0] (Pubitemid 29090698)
14. Miyakoshi, M., Ikeda, T., Miwa, Y., Sakaki, K., Ishiguro, H., Abe, A., Tsukada, T., Mera, H., Yusu, S., Yoshino, H., 2009. Quantitative assessment of cibenzoline administration for vagally mediated paroxysmal atrial fibrillation using frequency-domain heart rate variability analysis. J. Cardiol., 54(1):86-92. [doi:10.1016/j.jjcc.2009.04.009]
15. Myers, G. A., Martin, G. J., Magin, N. M., Barnett, P. S., Schaad, J. W., Weiss, J. S., Lesch, M., Sigher, D. H., 1986. Power spectral analysis of heart rate variability in sudden cardiac death: comparison to other methods. IEEE Trans. Biomed. Eng., 33(12):1149-1156. [doi:10.1109/TBME.1986.325694] (Pubitemid 17517264)
16. Myers, G., Workman, M., Birkett, C., Ferguson, D., Kienzle, M., 1992. Problems in measuring heart rate variability of patients with congestive heart failure. J. Electrocardiol., 25:214-219. [doi:10.1016/0022-0736(92) 90105-9] (Pubitemid 23101792)
17. Ovreiu, M., Nair, B. G., Xu, M., Bakri, M. H., Li, L., Wazni, O., Fahmy, T., Petre, J., Starr, N. J., Sessler, D. I., et al., 2008. Electrocardiographic activity before onset of postoperative atrial fibrillation in cardiac surgery patients. Pacing Clin. Electrophysiol., 31(11):1371-1382. [doi:10.1111/j. 1540-8159.2008.01198.x]
18. Sapoznikov, D., Luria, M. H., Mahler, Y., Gostman, M. S., 1992. Computer-processing of artifact and arrhythmias in heart-rate-variability analysis. Comput. Methods Programs Biomed., 39(1-2):75-84. [doi:10.1016/0169- 2607(92) 90060-K] (Pubitemid 23089068)
19. Solem, K., Laguna, P., Sornmo, L., 2006. An efficient method for handling ectopic beats using the heart timing signal. IEEE Trans. Biomed. Eng., 53(1):13-20. [doi:10.1109/TBME.2005.859780] (Pubitemid 43074787)
20. Taddei, A., Distante, G., Emdin, M., Pisani, P., Moody, G. B., Zeelenberg, C., Marchesi, C., 1992. The European ST-T database: standard for evaluating systems for the analysis of ST-T changes in ambulatory electrocardiography. Eur. Heart J., 13(9):1164-1172.
21. Tarvainen, M. P., Ranta-aho, P. O., Karjalainen, P. A., 2002. An advanced detrending method with application to HRV analysis. IEEE Trans. Biomed. Eng., 49(2):172-175. [doi:10.1109/10.979357] (Pubitemid 34112727)
22. van Schelven, L. J., Oey, P. L., Klein, I. H. I., Barnas, M. G. W., Blankestijn, P. J., Wieneke, G. H., 2000. Observer variations in short period spectral analysis of heart rate variability. J. Autonom. Nerv. Syst., 79(2-3):144-148. [doi:10. 1016/S0165-1838(99) 00106-X] (Pubitemid 30107861)
23. Yamada, T., Yoshida, N., Murakami, Y., Okada, T., Yoshida, Y., Muto, M., Inden, Y., Murohara, T., 2009. Vagal modification can be a valid predictor of late recurrence of paroxysmal atrial fibrillation independent of the pulmonary vein isolation technique. Circ. J., 73(9):1606-1611. [doi:10.1253/circj. CJ-09-0158]
24. Zimmermann, M., Kalusche, D., 2001. Fluctuation in autonomic tone is a major determinant of sustained atrial arrhythmias in patients with focal ectopy originating from the pulmonary veins. J. Cardiovasc. Electrophysiol., 12(3):285-291. [doi:10.1046/j.1540-8167.2001.00285.x] (Pubitemid 32225455)