A wavelet-based ECG delineation algorithm for 32-bit integer online processing

BioMedical Engineering Online

Volumn 10, Issue , 2011, Pages

  Di Marco, Luigi Y ^a   Chiari, Lorenzo ^a  

^a UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

AMBULATORY ECG; AUTOMATIC ANNOTATION; BIT INTEGERS; ECG SIGNALS; FIDUCIAL POINTS; FLOATING POINTS; MEAN ERRORS; MEAN STANDARD DEVIATION; NON-LINEAR; ONLINE PROCESSING; P WAVES; POSITIVE PREDICTIVE VALUES; QRS DETECTION; QRS DETECTOR; RESEARCH EFFORTS; ROOT MEAN SQUARE; SIMPLE STRUCTURES; T WAVES; WAVEFORM COMPONENTS;

ALGORITHMS; CHEMICAL DETECTION; DATABASE SYSTEMS; DETECTORS; ELECTROCARDIOGRAPHY; ERROR DETECTION; LINEAR ALGEBRA; MATHEMATICAL OPERATORS; SIGNAL DETECTION; WAVELET TRANSFORMS;

ELECTROCHROMIC DEVICES;

ALGORITHM; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; ELECTROCARDIOGRAPHY; FACTUAL DATABASE; HEART ARRHYTHMIA; HUMAN; INSTRUMENTATION; METHODOLOGY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; VALIDATION STUDY; WAVELET ANALYSIS;

ALGORITHMS; ARRHYTHMIAS, CARDIAC; DATABASES, FACTUAL; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY, AMBULATORY; HUMANS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; WAVELET ANALYSIS;

EID: 79953245146     PISSN: 1475925X     EISSN: 1475925X     Source Type: Journal    
DOI: 10.1186/1475-925X-10-23     Document Type: Article

References (32)

1. Hooper GS, Yellowlees P, Marwick TH, Currie PJ, Bidstrup BP. Telehealth and the diagnosis and management of cardiac disease. J Telemed Telecare 2001, 7:249-56. 10.1258/1357633011936471, 11571078.
2. Fairweather JAA, Johnston P, Luo S, Macfarlane PW. Computer analysis of implanted cardiac pacemaker rhythm. Comput Cardiol 2007, 34:193-196.
3. Causse M, Sénard JM, Démonet JF, Pastor J. Monitoring cognitive and emotional processes through pupil and cardiac response during dynamic versus logical task. Appl Psychophysiol Biofeedback 2010, 35:115-123. 10.1007/s10484-009-9115-0, 19816770.
4. Healey JA, Picard RW. Detecting stress during real-world driving tasks using physiological sensors. IEEE Trans Intell Transp Syst 2005, 6:156-166.
5. Higgins JP. Normal resting electrocardiographic variants in young athletes. Phys Sportsmed 2008, 36:69-75. 10.3810/psm.2008.12.14, 20048474.
6. Corrado D, et al. Recommendations for interpretation of 12-lead electrocardiogram in the athlete. Eur Heart J 2010, 31:243-259. 10.1093/eurheartj/ehp473, 19933514.
7. Mutikainen S, Rantanen T, Alén M, Kauppinen M, Karjalainen J, Ortega-Alonso A, Kaprio J, Kujala UM. Electrocardiographic and other clinical correlates of walking ability in older women. Arch Gerontol Geriatr 2009, 51:216-21. 10.1016/j.archger.2009.10.011, 19939478.
8. Bowers EJ, Murray A, Langley P. Respiratory rate derived from principal component analysis of single lead electrocardiogram. Comput Cardiol 2008, 35:437-440.
9. Porges SW, Byrne EA. Research methods for measurement of heart rate and respiration. Biol Psychol 1992, 34:91-130. 10.1016/0301-0511(92)90012-J, 1361367.
10. Figueiredo CP, Becher K, Hoffmann KP, Mendes PM. Low power wireless acquisition module for wearable health monitoring systems. Conf Proc IEEE Eng Med Biol Soc 2010, 1:704-7.
11. Mallat SG. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Machine Intell 1989, 11:674-693.
12. Mallat SG, Zhong S. Characterization of signals from multiscale edges. IEEE Trans Pattern Anal Machine Intell 1992, 14:710-732.
13. Martinez J, Almeida R, Olmos S, Rocha A, Laguna P. A wavelet-based ECG delineator: evaluation on standard databases. IEEE Trans Biomed Eng 2004, 51:570-581. 10.1109/TBME.2003.821031, 15072211.
14. Addison P. Wavelet transforms and the ECG: a review. Physiol Meas 2005, 26:155-199.
15. Sivannarayana N, Reddy DC. Biorthogonal wavelet transforms for ECG parameters estimation. Med Eng Phys 1999, 21:167-174. 10.1016/S1350-4533(99)00040-5, 10468358.
16. Boichat N, Khaled N, Rincon F, Atienza D. Wavelet-based ECG delineation on a wearable embedded sensor platform. Proc 6th IEEE Int Workshop on Body Sensor Networks 2009, 256-261.
17. Sovilj S, Jeras M, Magjarevic R. Real time P-wave detector based on wavelet analysis. Proc 12th IEEE Mediterranean Electrotechnical Conf 2004, 1:403-406.
18. Ghaffari A, Homaeinezhad MR, Akraminia M, Atarod M, Daevaeiha M. A robust wavelet-based multi-lead Electrocardiogram delineation algorithm. Med Eng Phys 2009, 31:1219-27. 10.1016/j.medengphy.2009.07.017, 19692287.
19. Li C, Zheng C, Tai C. Detection of ECG characteristic points using wavelet transforms. IEEE Trans Biomed Eng 1995, 42:21-28. 10.1109/10.362922, 7851927.
20. Bahoura M, Hassani M, Hubin M. DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis. Comput Meth Programs Biomed 1997, 52:35-44.
21. Mallat S. Zero-crossings of a wavelet transform. IEEE Trans Inform Theory 1991, 37:1019-1033.
22. Clifford GD, Azuaje F, McSharry PE. Advanced methods and tools for ECG data analysis 2006, 55-57. Ed. Artech House.
23. Pan J, Tompkins WJ. A real-time QRS detection algorithm. IEEE Trans Biomed Eng 1985, 32:230-236. 10.1109/TBME.1985.325532, 3997178.
24. The CSE Working Party Recomendations for measurement standards in quantitative electrocardiography. Eur Heart J 1985, 6:815-825. The CSE Working Party.
25. Moody GB, Mark RG. Development and evaluation of a 2-lead ECG analysis program. Comput Cardiol 1982, 4:39-44.
26. Afonso VX, Tompkins WJ, Nguyen TQ, Luo S. ECG beat detection using filter banks. IEEE Trans Biomed Eng 1999, 46:192-201. 10.1109/10.740882, 9932341.
27. Lee J, Jeong K, Yoon J, Lee M. A simple real-time QRS detection algorithm. Proc 18th Ann Int Conf IEEE Engineering in Medicine and Biology Soc 1996, 1396-1398.
28. Hamilton PS, Tompkins W. Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database. IEEE Trans Biomed Eng 1986, 33:1157-1165. 10.1109/TBME.1986.325695, 3817849.
29. Poli R, Cagnoni S, Valli G. Genetic design of optimum linear and nonlinear QRS detectors. IEEE Trans Biomed Eng 1995, 42:1137-1141. 10.1109/10.469381, 7498919.
30. Moraes J, Freitas M, Vilani F, Costa E. A QRS complex detection algorithm using electrocardiogram leads. Comput Cardiol 2002, 29:205-208.
31. Hamilton P. Open source ECG analysis. Comput Cardiol 2002, 29:101-104.
32. Laguna P, Jané R, Caminal P. Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database. Comput Biomed Res 1994, 27:45-60. 10.1006/cbmr.1994.1006, 8004942.