Sudden cardiac death prediction using ECG signal derivative (Heart Rate Variability): A review

Proceedings - 2013 IEEE 9th International Colloquium on Signal Processing and its Applications, CSPA 2013

Volumn , Issue , 2013, Pages 269-274

  Murukesan, L ^a   Murugappan, M ^a   Iqbal, M ^a  

^a UNIVERSITY MALAYSIA PERLIS   (Malaysia)

Author keywords

Electrocardiogram (ECG); Heart rate variability; HRV; sudden cardiac death (SCD)

Indexed keywords

ELECTROCARDIOGRAM SIGNAL; HEART RATE TURBULENCES; HEART RATE VARIABILITY; HRV; MANN-WHITNEY U TEST; SIGNAL-AVERAGED ELECTROCARDIOGRAM; SUDDEN CARDIAC DEATHS; SUDDEN CARDIAC DEATHS (SCD);

ELECTROCARDIOGRAPHY; FORECASTING; RESEARCH; SIGNAL DETECTION; STATISTICAL METHODS;

HEART;

EID: 84881073786     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSPA.2013.6530054     Document Type: Conference Paper

References (35)

1. J. M. Fam and C. K. Ching, "Review on Non-invasive Risk Stratification of Sudden Cardiac Death," Proceeding of Singapore Heathcare, vol. 20, no. 4, pp. 263-278, 2011.
2. H. Barron and M. Lesh, "Autonomic nervous system and sudden cardiac death," Journal of the American College of Cardiology, vol. 27, no. 5, pp. 1053-1060, 1996.
3. E. Tamil and N. Kamarudin, "A review on feature extraction & classification techniques for biosignal processing (Part I: Electrocardiogram), " in International Federation for Medical and Biological Engineering, 2008, pp. 107-112.
4. S.K.Hian, W.Azman, "Provision of Acute Coronary Care Services in Malaysia," Report of the Acute Coronary Syndrome (ACS) Registry, 2006.
5. S. Palaniappan and R. Awang, "Intelligent heart disease prediction system using data mining techniques," 2008 IEEE/ACS International Conference on Computer Systems and Applications, vol. 8, no. 8, pp. 108-115, Mar. 2008.
6. S. Patil and Y.Kumaraswamy, "Intelligent and effective heart attack prediction system using data mining and artificial neural network," European Journal of Scientific Research, vol. 31, no. 4, pp. 642-656, 2009.
7. T. Jilani, H. Yasin, M. Yasin, and C. Ardil, "Acute coronary syndrome prediction using data mining techniques-an application," International Journal of Information and Mathematical Sciences, vol. 5, no. 4, pp. 295-299, 2009.
8. L. Vladutu, S. Papadimitriou, S. Mavroudi and A. Bezerianos, "Ischemia Detection using Supervised Learning of Hierarchical Neural Networks based on Kohonen-Maps," Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE. Vol. 2, pp. 1688-1691, 2001.
9. M. K. Islam, a. N. M. M. Haque, G. Tangim, T. Ahammad, and M. R. H. Khondokar, "Study and Analysis of ECG Signal Using MATLAB & LABVIEW as Effective Tools," International Journal of Computer and Electrical Engineering, vol. 4, no. 3, pp. 404-408, 2012.
10. M. E. Lemmert, J. J. M. de Vreede-Swagemakers, L. W. M. Eurlings, L. Kalb, H. J. G. M. Crijns, H. J. J. Wellens, and A. P. M. Gorgels, "Electrocardiographic predictors of out-ofhospital sudden cardiac arrest in patients with coronary artery disease.," The American journal of cardiology, vol. 109, no. 9, pp. 1278-82, May 2012.
11. T. Jagric, M. Marhl, D. Stajer, S. T. Kocjancic, T. Jagric, M. Podbregar, and M. Perc, "Irregularity test for very short electrocardiogram (ECG) signals as a method for predicting a successful defibrillation in patients with ventricular fibrillation.," Translational research: the journal of laboratory and clinical medicine, vol. 149, no. 3, pp. 145-51, Mar. 2007.
12. E. Ebrahimzadeh and M. Pooyan, "Early detection of sudden cardiac death by using classical linear techniques and timefrequency methods on electrocardiogram signals," Journal of Biomedical Science and Engineering, vol. 04, no. 11, pp. 699-706, 2011.
13. T.W. Shen, H.P. Shen, C.H. Lin, and Y.-L. Ou, "Detection and prediction of sudden cardiac death (SCD) for personal healthcare.,"in Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2007, pp. 2575-8.
14. A. Gerardo and R. Antonio, "Cardiac Sudden Death Risk Detection Using Hybrid Neuronal-Fuzzy Networks," in Electrical and Electronics Engineering, 2006 3rd International Conference on, 2006, no. 686, pp. 2-5.
15. M. Obayya and F. Abou-Chadi, "Classifying some cardiac abnormalities using heart rate variability signals," in Radio Science Conference, 2008, 2008, pp. 1-8.
16. J. F. Valencia, M. Vallverdú, I. Cygankiewicz, A. Voss, R. Vazquez, a B. de Luna, and P. Caminal, "Multiscale regularity analysis of the Heart Rate Variability: stratification of cardiac death risk.," in Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2007, pp. 5946-49.
17. T. H. Mäkikallio, P. Barthel, R. Schneider, A. Bauer, J. M. Tapanainen, M. P. Tulppo, G. Schmidt, and H. V Huikuri, "Prediction of sudden cardiac death after acute myocardial infarction: role of Holter monitoring in the modern treatment era.," European heart journal, vol. 26, no. 8, pp. 762-9, Apr. 2005.
18. H. V Huikuri, J. M. Tapanainen, K. Lindgren, P. Raatikainen, T. H. Mäkikallio, K.Juhani Airaksinen, and R. J. Myerburg, "Prediction of sudden cardiac death after myocardial infarction in the beta-blocking era," Journal of the American College of Cardiology, vol. 42, no. 4, pp. 652-658, Aug. 2003.
19. D. V Exner, K. M. Kavanagh, M. P. Slawnych, L. B. Mitchell, D. Ramadan, S. G. Aggarwal, C. Noullett, A. Van Schaik, R. T. Mitchell, M. a Shibata, S. Gulamhussein, J. McMeekin, W. Tymchak, G. Schnell, A. M. Gillis, R. S. Sheldon, G. H. Fick, and H. J. Duff, "Noninvasive risk assessment early after a myocardial infarction the REFINE study.," Journal of the American College of Cardiology, vol. 50, no. 24, pp. 2275-84, Dec. 2007.
20. M. Rovere, J. Bigger, and F. Marcus, "Baroreflex sensitivity and heart-rate variability in prediction of total cardiac mortality after myocardial infarction," The Lancet, vol. 351, pp. 478-84, 1998.
21. T. G. Farrell, Y. Bashir, T. Cripps, M. Malik, J. Poloniecki, E. D. Bennett, D. E. Ward, and a J. Camm, "Risk stratification for arrhythmic events in postinfarction patients based on heart rate variability, ambulatory electrocardiographic variables and the signal-averaged electrocardiogram.," Journal of the American College of Cardiology, vol. 18, no. 3, pp. 687-97, Sep. 1991.
22. A. S. Al-Dadah, R. K. Voeller, P. Rahgozar, J. S. Lawton, M. R. Moon, M. K. Pasque, R. J. Damiano, and N. Moazami, "Implantable cardioverter- defibrillators improve survival after coronary artery bypass grafting in patients with severely impaired left ventricular function.," Journal of cardiothoracic surgery, vol. 2, no. Icd, p. 6, Jan. 2007.
23. S. Shizuta, K. Ando, M. Nobuyoshi, T. Ikeda, H. Yoshino, S. Hiramatsu, Y. Kazatani, K. Yamashiro, K. Okajima, T. Kajiya, Y. Kobayashi, T. Kato, S. Fujii, K. Mitsudo, K. Inoue, H. Ito, Y. Haruna, T. Doi, Y. Nishio, N. Ozasa, K. Nishiyama, T. Kita, T. Morimoto, and T. Kimura, "Prognostic utility of T-wave alternans in a real-world population of patients with left ventricular dysfunction: the PREVENT-SCD study.," Clinical research in cardiology: official journal of the German Cardiac Society, vol. 101, no. 2, pp. 89-99, Feb. 2012.
24. A. Bauer, P. Barthel, R. Schneider, K. Ulm, A. Müller, A. Joeinig, R. Stich, A. Kiviniemi, K. Hnatkova, H. Huikuri, A. Schömig, M. Malik, and G. Schmidt, "Improved Stratification of Autonomic Regulation for risk prediction in post-infarction patients with preserved left ventricular function (ISARRisk).," European heart journal, vol. 30, no. 5, pp. 576-83, Mar. 2009.
25. A. P. Hallstrom, P. K. Stein, R. Schneider, M. Hodges, G. Schmidt, and K. Ulm, "Characteristics of heart beat intervals and prediction of death.," International journal of cardiology, vol. 100, no. 1, pp. 37-45, Apr. 2005.
26. A. Ghuran, F. Reid, and M. La Rovere, "Heart rate turbulence-based predictors of fatal and nonfatal cardiac arrest (The Autonomic Tone and Reflexes After Myocardial Infarction substudy)," The American journal of cardiology, vol. 89, no. 2, pp. 184-90, Jan. 2002.
27. T. Klingenheben, P. Ptaszynski, and S. H. Hohnloser, "Heart rate turbulence and other autonomic risk markers for arrhythmia risk stratification in dilated cardiomyopathy.," Journal of electrocardiology, vol. 41, no. 4, pp. 306-11, 2008.
28. J. A. Gomes, M. E. Cain, a. E. Buxton, M. E. Josephson, K. L. Lee, and G. E. Hafley, "Prediction of Long-Term Outcomes by Signal-Averaged Electrocardiography in Patients With Unsustained Ventricular Tachycardia, Coronary Artery Disease, and Left Ventricular Dysfunction," Circulation, vol. 104, no. 4, pp. 436-441, Jul. 2001.
29. R. Li-na, F. Xin-hui, and R. Li-dong, "Ambulatory ECGbased t-wave alternans and heart rate turbulence can predict cardiac mortality in patients with myocardial infarction with or without diabetes," Cardiovascular Diabetology, vol. 11, no. 104, pp. 1-8, 2012.
30. S. Kurl, T. H. Mäkikallio, P. Rautaharju, V. Kiviniemi, and J. a Laukkanen, "Duration of QRS complex in resting electrocardiogram is a predictor of sudden cardiac death in men.," Circulation, vol. 125, no. 21, pp. 2588-94, May 2012.
31. A. M. Greve, E. Gerdts, K. Boman, C. Gohlke-Baerwolf, A. B. Rosseb, R. B. Devereux, L. Kber, S. Ray, R. Willenheimer, and K. Wachtell, "Impact of QRS duration and morphology on the risk of sudden cardiac death in asymptomatic patients with aortic stenosis: the SEAS (Simvastatin and Ezetimibe in Aortic Stenosis) Study.," Journal of the American College of Cardiology, vol. 59, no. 13, pp. 1142-9, Mar. 2012.
32. M. Lewandowski, I. Kossuth, J. Zielonka, M. Wielusi?ski, A. Kazimierczak, Z. Kornacewicz Jach, K. Przybycie?, and R. Kaliszczak, "Microvolt T-wave alternans for the risk stratification of dangerous ventricular arrhythmias in patients with previously implanted automatic cardioverterdefibrillator.," Kardiologia polska, vol. 69, no. 6, pp. 580-5, Jan. 2011.
33. I. Romero, N. R. Grubb, G. R. Clegg, C. E. Robertson, P. S. Addison, and J. N. Watson, "T-wave alternans found in preventricular tachyarrhythmias in CCU patients using a wavelet transform-based methodology.," in IEEE transactions on bio-medical engineering, 2008, vol. 55, no. 11, pp. 2658-65.
34. C. Teodorescu, K. Reinier, and A. Uy-Evanado, "Prolonged QRS duration on the resting ECG is associated with sudden death risk in coronary disease, independent of prolonged ventricular repolarization," Heart Rhythm, vol. 8, no. 10, pp. 1562-1567, 2011.
35. M. T. La Rovere, G. D. Pinna, S. H. Hohnloser, F. I. Marcus, a. Mortara, R. Nohara, J. T. Bigger, a. J. Camm, and P. J. Schwartz, "Baroreflex Sensitivity and Heart Rate Variability in the Identification of Patients at Risk for Life-Threatening Arrhythmias : Implications for Clinical Trials," Circulation, vol. 103, no. 16, pp. 2072-2077, Apr. 2001.