A robust sequential detection algorithm for cardiac arrhythmia classification

IEEE Transactions on Biomedical Engineering

Volumn 43, Issue 11, 1996, Pages 1120-1125

  Chen, Szi Wen ^a   Clarkson, Peter M ^a   Fan, Qi ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; DATA BASE; DISCRIMINANT ANALYSIS; DISEASE CLASSIFICATION; ELECTROCARDIOGRAPHY; HEART VENTRICLE FIBRILLATION; HEART VENTRICLE TACHYCARDIA; HOLTER MONITORING; HUMAN; PROBABILITY;

ALGORITHMS; DIAGNOSIS, DIFFERENTIAL; DIAGNOSTIC ERRORS; ELECTROCARDIOGRAPHY; HEART RATE; HUMANS; NORMAL DISTRIBUTION; PROBABILITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; TACHYCARDIA, VENTRICULAR; VENTRICULAR FIBRILLATION;

EID: 0029861576     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.541254     Document Type: Article

References (10)

1. N. V. Thakor, Y.-S. Zhu, and K.-Y. PanVentricular tachycardia and fibrillation detection by a sequential hypothesis testing algorithm," IEEE Trans. Biomed. Eng.vol. 37, no. 9, pp. 837-843, 1990.
2. Y.-S. Zhu and N. V. ThakorVentricular fibrillation detection by sequential hypothesis testing," in Proc. IEEE 9th Annu. Conf. Eng. Med. Biol. Soc., 1988, pp. 918-919.
3. N. V. Thakor, A. Natarajan, and G. F. TomaselliMultiway sequential hypothesis testing for tachyarrhythmia discrimination," IEEE Trans. Biomed. Eng., vol. 41, no. 5, pp. 480-487, 1994.
4. M. E. Cain, B. D. Lindsay, R. M. Arthur, J. Markham, and H. D. AmbosNoninvasive detection of patients prone to life-threatening ventricular arrhythmias by frequency analysis of electrocardiographic signals," in Cardiac Electrophysiology, from Cell to Bedside, D. P. Zipes and J. Jalife, Eds. Philadelphia, PA: Saunders, 1990, pp. 817-831.
5. M. E. Cain, H. D. Ambos, J. Markham, B. D. Lindsay, and R. M. ArthurDiagnostic implications of spectral and temporal analysis of the entire cardiac cycle in patients with ventricular tachycardia," Circ., vol. 83, no. 5, pp. 1637-1648, May 1991.
6. S. C. VlayClinical recognition of cardiac arrhythmias," in Manual of Cardiac Arrhythmias, S. C. Vlay, Ed. Boston, MA: Little, Brown and Company, 1988, pp. 50-72.
7. Q. Fan and P. M. ClarksonA robust adaptive estimator of rate for cardiac arrhythmia detection," in IEEE ISCAS Proc., 1993, vol. 1, pp. 822-825.
8. A. J. Wald, Sequential Analyzes. New York: Dove, 1947.
9. K. Fukunaga, Introduction to Statistical Pattern Recognition. New York: Academic, 1990.
10. S. W. Chen and P. M. Clarkson.Prony residual analysis for the identification of cardiac arrhythmias," in IEEE Proc. 1995 1nt. Conf. Acoust., Speech, Signal Processing (ICASSP'95), Detroit, MI, May 9-12, 1995, vol. 2, pp. 1177-1180.