High accuracy in automatic detection of atrial fibrillation for Holter monitoring

Journal of Zhejiang University: Science B

Volumn 13, Issue 9, 2012, Pages 751-756

  Jiang, Kai ^a   Huang, Chao ^a   Ye, Shu Ming ^a   Chen, Hang ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Atrial fibrillation; Delta RR interval distribution difference curve; Holter monitoring

Indexed keywords

ALGORITHM; ARTICLE; DELTA RHYTHM; DIAGNOSTIC ACCURACY; DIAGNOSTIC IMAGING; HEART ATRIUM FIBRILLATION; HOLTER MONITORING; P WAVE; PRIORITY JOURNAL; RR INTERVAL; SENSITIVITY AND SPECIFICITY; SINUS RHYTHM;

ALGORITHMS; ATRIAL FIBRILLATION; DATABASES, FACTUAL; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY, AMBULATORY; HUMANS; SENSITIVITY AND SPECIFICITY;

EID: 84866036786     PISSN: 16731581     EISSN: 18621783     Source Type: Journal    
DOI: 10.1631/jzus.B1200107     Document Type: Article

References (21)

1. Babaeizadeh, S., Gregg, R.E., Helfenbein, E.D., Lindauer, J.M., Zhou, S.H., 2009. Improvements in atrial fibrillation detection for real-time monitoring. J. Electrocardiol., 42(6):522-526. [doi:10.1016/j.jelectrocard.2009. 06.006]
2. Budeus, M., Hennersdorf, M., Perings, C., Strauer, B.E., 2003. Detection of atrial late potentials with P wave signal averaged electrocardiogram among patients with paroxysmal atrial fibrillation. Z. Kardiol., 92(5):362-369 (in German). [doi:10.1007/s00392-003-0921-8.
3. Chugh, S.S., Blackshear, J.L., Shen, W.K., Hammill, S.C., Gersh, B.J., 2001. Epidemiology and natural history of atrial fibrillation: clinical implications. J. Am. Coll. Cardiol., 37(2):371-378. [doi:10.1016/S0735-1097(00) 01107-4.
4. Couceiro, R., Carvalho, P., Henriques, J., Antunes, M., Harris, M., Habetha, J., 2008. Detection of Atrial Fibrillation Using Model-Based ECG Analysis. 19th International Conference on Pattern Recognition. Vols. 1-6. p.2225-2229, 4005. [doi:10.1109/ICPR.2008.4761755]
5. Dash, S., Chon, K.H., Lu, S., Raeder, E.A., 2009. Automatic real time detection of atrial fibrillation. Ann. Biomed. Eng., 37(9):1701-1709. [doi:10.1007/s10439-009-9740-z]
6. Duverney, D., Gaspoz, J.M., Pichot, V., Roche, F., Brion, R., Antoniadis, A., Barthelemy, J.C., 2002. High accuracy of automatic detection of atrial fibrillation using wavelet transform of heart rate intervals. Pace-Pacing Clin. Electrophysiol., 25(4):457-462. [doi:10.1046/j.1460-9592. 2002.00457.x]
7. Fukunami, M., Yamada, T., Ohmori, M., Kumagai, K., Umemoto, K., Sakai, A., Kondoh, N., Minamino, T., Hoki, N., 1991. Detection of patients at risk for paroxysmal atrial-fibrillation during sinus rhythm by P-wave triggered signal-averaged electrocardiogram. Circulation, 83(1):162-169. [doi:10.1161/01.CIR.83.1.162]
8. Goldberger, A.L., Amaral, L.A., Glass, L., Hausdorff, J.M., Ivanov, P.C., Mark, R.G., Mietus, J.E., Moody, G.B., Peng, C.K., Stanley, H.E., 2000. PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation, 101(23):E215-E220. [doi:10.1161/01.CIR.101.23.e215]
9. Huang, C., Ye, S.M., Chen, H., Li, D.L., He, F.T., Tu, Y.W., 2011. A novel method for detection of the transition between atrial fibrillation and sinus rhythm. IEEE Trans. Biomed. Eng., 58(4):1113-1119. [doi:10.1109/TBME. 2010.2096506]
10. Humphries, K.H., Kerr, C.R., Connolly, S.J., Klein, G., Boone, J.A., Green, M., Sheldon, R., Talajic, M., Dorian, P., Newman, D., 2001. New-onset atrial fibrillation - sex differences in presentation, treatment, and outcome. Circulation, 103(19):2365-2370. [doi:10.1161/01.CIR. 103.19.2365]
11. Kaufman, E.S., Waldo, A.L., 2004. The impact of asymptomatic atrial fibrillation. J. Am. Coll. Cardiol., 43(1):53-54. [doi:10.1016/j.jacc.2003.10. 013]
12. Levy, S., Breithardt, G., Campbell, R.W., Camm, A.J., Daubert, J.C., Allessie, M., Aliot, E., Capucci, A., Cosio, F., Crijns, H., et al., 1998. Atrial fibrillation: current knowledge and recommendations for management. Working Group on Arrhythmias of the European Society of Cardiology. Eur. Heart J., 19(9):1294-1320. [doi:10. 1053/euhj.1998.1050]
13. Moody, G.B., Mark, R.G., 1983. A new method for detecting atrial fibrillation using R-R intervals. Comput. Cardiol., 10:227-230.
14. Opolski, G., Scislo, P., Stanislawska, J., Gorecki, A., Steckiewicz, R., Torbicki, A., 1997. Detection of patients at risk for recurrence of atrial fibrillation after successful electrical cardioversion by signal-averaged P-wave ECG. Int. J. Cardiol., 60(2):181-185. [doi:10.1016/S0167-5273(97)02982-3.
15. Page, R.L., Tilsch, T.W., Connolly, S.J., Schnell, D.J., Marcello, S.R., Wilkinson, W.E., Pritchett, E.L.C., Arrhyth, A.S., 2003. Asymptomatic or "silent" atrial fibrillation. Frequency in untreated patients and patients receiving azimilide. Circulation, 107(8):1141-1145. [doi:10.1161/01.CIR.0000051455.44919.73]
16. Press, W.H., Flannery, B.P., Teukolsky, S.A., Vetterling, W.T., 1992. Numerical Recipes in C: The Art of Scientific Computing, 2nd Ed. Cambridge University Press, p.623-628.
17. Roche, F.D.R., Gaspoz, J.M., da Costa, A., Isaaz, K., Duverney, D., Pichot, V., Costes, F., Lacour, J.R., Barthelemy, J.C., 2002. Frequent and prolonged asymptomatic episodes of paroxysmal atrial fibrillation revealed by automatic long-term event recorders in patients with a negative 24-hour Holter. Pace-Pacing Clin. Electrophysiol., 25(11):1587-1593. [doi:10.1046/j.1460-9592. 2002.01587.x]
18. Schaer, B.A., Zellweger, M.J., Cron, T.A., Kaiser, C.A., Osswald, S., 2004. Value of routine Holter monitoring for the detection of paroxysmal atrial fibrillation in patients with cerebral ischemic events. Stroke, 35(3):68-70. [doi:10. 1161/01.STR.0000117568.07678.4B]
19. Sun, Y., Chan, K.L., Krishnan, S.M., 2005. Characteristic wave detection in ECG signal using morphological transform. BMC Cardiovasc. Disord., 5(1):28. [doi:10. 1186/1471-2261-5-28.
20. Tateno, K., Glass, L., 2001. Automatic detection of atrial fibrillation using the coefficient of variation and density histograms of RR and delta RR intervals. Med. Biol. Eng. Comput., 39(6):664-671. [doi:10.1007/BF02345439]
21. Wolf, P.A., Dawber, T.R., Thomas, H.E., Kannel, W.B., 1978. Epidemiologic assessment of chronic atrial-fibrillation and risk of stroke: The Framingham study. Neurology, 28(10):973-977. [doi:10.1212/WNL.28.10.973]