An efficient method for handling ectopic beats using the heart timing signal

IEEE Transactions on Biomedical Engineering

Volumn 53, Issue 1, 2006, Pages 13-20

  Solem, Kristian ^a   Laguna, Pablo ^b   Sörnmo, Leif ^a  

^a LUND UNIVERSITY   (Sweden)

^b UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

ECG; Ectopic beat correction; Heart timing signal; HRV; IPFM model

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA REDUCTION; ELECTROCARDIOGRAPHY; PULSE TIME MODULATION; SIGNAL PROCESSING;

ECTOPIC BEAT CORRECTION; HEART TIMING SIGNAL; HRV;

CARDIOVASCULAR SYSTEM;

ARTICLE; ELECTROCARDIOGRAM; EXTRASYSTOLE; HEART RATE VARIABILITY; HEART TIMING SIGNAL; MODEL; PERFORMANCE; POWER SPECTRUM; PULSE RATE; SIGNAL PROCESSING; STATISTICAL ANALYSIS; STATISTICAL MODEL; TECHNIQUE;

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

EID: 30444449030     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2005.859780     Document Type: Article

References (13)

1. M. N. Cheung, "Detection of recovery from errors in the cardiac interbeat intervals," Psychophysiol., vol. 18, pp. 341-346, 1981.
2. M. V. Kamath and E. L. Fallen, "Correction of the heart rate variability signal for ectopics and missing beats," in Heart Rate Variability, M. Malik and A. J. Camm, Eds. Armonk, NY: Futura, 1995, ch. 6, pp. 75-86.
3. G. A. Myers, G. J. Martin, N. M. Magid, P. S. Barnett, J. W. Schaad, J. S. Weiss, M. Lesch, and D. H. Singer, "Power spectral analysis of heart rate variability in sudden cardiac death: comparison to other methods," IEEE Trans. Biomed. Eng., vol. BME-33, pp. 1149-1156, 1986.
4. C. L. Birkett, M. G. Kienzle, and G. A. Myers, "Interpolation of ectopics increases low frequency power in heart rate variability spectra," Comput. Cardiol., pp. 257-259, 1991.
5. L. J. M. Mulder, "Measurement and analysis methods of heart rate and respiration for use in applied environments," Biol. Psychol., vol. 34, pp. 205-236, 1992.
6. N. Lippman, K. M. Stein, and B. B. Lerman, "Comparison of methods for removal of ectopy in measurements of heart rate variability," Am. J. Physiol., vol. 267, pp. H411-H418, 1994.
7. P. Albrecht and R. J. Cohen, "Estimation of heart rate power spectrum bands from real world data: dealing with ectopic beats and noise data," Comput. Cardiol, pp. 311-314, 1988.
8. J. Mateo and P. Laguna, "Improved heart rate variability signal analysis from the beat occurrence times according to the IPFM model," IEEE Trans. Biomed. Eng., vol. 47, no. 8, pp. 997-1009, Aug. 2000.
9. B. W. Hyndman and R. K. Mohn, "A model of the cardiac pacemaker and its use in decoding the information content of cardiac intervals," Automedica, vol. 1, pp. 239-252, 1975.
10. J. Mateo and P. Laguna, "Extension of the heart timing signal HRV analysis in the presence of ectopic beats," Comput. Cardiol., pp. 813-816, 2000.
11. -, "Analysis of heart rate variability in the presence of ectopic beats using the heart timing signal," IEEE Trans. Biomed. Eng., vol. 50, no. 3, pp. 334-343, Mar. 2003.
12. M. Brennan, M. Palaniswami, and P. Kamen, "A new model-based ectopic beat correction algorithm for heart rate variability," in Proc. 23rd Annu. Conf. IEEE EMBS, vol. 1, Oct. 2001, pp. 567-570.
13. A. Taddei, G. Distante, M. Emdin, P. Pisani, G. B. Moody, C. Zeelenberg, and C. Marchesi, "The European ST-T database: standards for evaluating systems for the analysis of ST-T changes in ambulatory electrocardiography, " Eur. Heart J., vol. 13, pp. 1164-1172, 1992.