메뉴 건너뛰기




Volumn 51, Issue 4, 2004, Pages 570-581

A Wavelet-Based ECG Delineator Evaluation on Standard Databases

Author keywords

ECG wave delineation; P wave; QRS detection; T wave; Wavelets

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; ELECTROCARDIOGRAPHY; WAVELET TRANSFORMS;

EID: 12144285744     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2003.821031     Document Type: Article
Times cited : (1425)

References (48)
  • 2
    • 0021461851 scopus 로고
    • Software QRS detection in ambulatory monitoring - A review
    • O. Pahlm and L. Sörnmo, "Software QRS detection in ambulatory monitoring - A review," Med. Biol. Eng. Comp., vol. 22, pp. 289-297, 1984.
    • (1984) Med. Biol. Eng. Comp. , vol.22 , pp. 289-297
    • Pahlm, O.1    Sörnmo, L.2
  • 3
    • 0024069268 scopus 로고
    • Toward a generalized scheme for QRS detection in ECG waveforms
    • F. Gritzali, "Toward a generalized scheme for QRS detection in ECG waveforms," Signal Processing, vol. 15, pp. 183-192, 1988.
    • (1988) Signal Processing , vol.15 , pp. 183-192
    • Gritzali, F.1
  • 4
    • 0025267657 scopus 로고
    • A comparison of the noise sensitivity of nine QRS detection algorithms
    • Jan.
    • G. M. Friesen et al., "A comparison of the noise sensitivity of nine QRS detection algorithms," IEEE Trans. Biomed. Eng., vol. 37, pp. 85-98, Jan. 1990.
    • (1990) IEEE Trans. Biomed. Eng. , vol.37 , pp. 85-98
    • Friesen, G.M.1
  • 5
    • 0023506792 scopus 로고
    • A model-based approach to QRS delineation
    • L. Sörnmo, "A model-based approach to QRS delineation," Comput. Biomed. Res., vol. 20, pp. 526-542, 1987.
    • (1987) Comput. Biomed. Res. , vol.20 , pp. 526-542
    • Sörnmo, L.1
  • 6
    • 0026886465 scopus 로고
    • Analysis of ECG from pole-zero models
    • July
    • I. Murthy and G. D. Prasad, "Analysis of ECG from pole-zero models," IEEE Trans. Biomed. Eng., vol. 39, pp. 741-751, July 1992.
    • (1992) IEEE Trans. Biomed. Eng. , vol.39 , pp. 741-751
    • Murthy, I.1    Prasad, G.D.2
  • 8
    • 0020816086 scopus 로고
    • Delineation of the QRS complex using the envelope of the ECG
    • Mar.
    • M. Nygards and L. Sörnmo, "Delineation of the QRS complex using the envelope of the ECG," Med. Biol. Eng. Comput., vol. 21, pp. 538-547, Mar. 1983.
    • (1983) Med. Biol. Eng. Comput. , vol.21 , pp. 538-547
    • Nygards, M.1    Sörnmo, L.2
  • 9
    • 0022062484 scopus 로고
    • Beat-to-beat interval measurement in the electrocardiogram
    • A. S. M. Koeleman, H. H. Ros, and T. J. van den Akker, "Beat-to-beat interval measurement in the electrocardiogram," Med. Biol. Eng. Comput., vol. 23, pp. 213-219, 1985.
    • (1985) Med. Biol. Eng. Comput. , vol.23 , pp. 213-219
    • Koeleman, A.S.M.1    Ros, H.H.2    Van Den Akker, T.J.3
  • 10
    • 0023534211 scopus 로고
    • An algorithm for computer measurement of QT intervals in the 24 hour ECG
    • Los Alamitos, CA: IEEE Computer Society Press
    • A. Algra and H. L. B. C. Zeelenberg, "An algorithm for computer measurement of QT intervals in the 24 hour ECG," in Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 1987, pp. 117-119.
    • (1987) Computers in Cardiology , pp. 117-119
    • Algra, A.1    Zeelenberg, H.L.B.C.2
  • 11
    • 0030316065 scopus 로고    scopus 로고
    • Automatic measurement of the QRS onset and offset in individual ECG leads
    • Amsterdam, The Netherlands
    • P. de Chazal and B. Celler, "Automatic measurement of the QRS onset and offset in individual ECG leads," presented at the 18th Ann. Int. Conf. IEEE Eng. Med. Biol. Soc., Amsterdam, The Netherlands, 1996.
    • (1996) 18th Ann. Int. Conf. IEEE Eng. Med. Biol. Soc.
    • De Chazal, P.1    Celler, B.2
  • 12
    • 0032031794 scopus 로고    scopus 로고
    • Developments in ECG acquisition, preprocessing, parameter measurement and recording
    • I. K. Daskalov, I. A. Dotsinsky, and I. I. Christov, "Developments in ECG acquisition, preprocessing, parameter measurement and recording," IEEE Eng. Med. Biol. Mag., vol. 17, pp. 50-58, 1998.
    • (1998) IEEE Eng. Med. Biol. Mag. , vol.17 , pp. 50-58
    • Daskalov, I.K.1    Dotsinsky, I.A.2    Christov, I.I.3
  • 13
    • 0032941256 scopus 로고    scopus 로고
    • Electrocardiogram signal preprocessing for automatic detection of QRS boundaries
    • I. Daskalov and I. Christov, "Electrocardiogram signal preprocessing for automatic detection of QRS boundaries," Med. Eng. Phys., no. 21, pp. 37-44, 1999.
    • (1999) Med. Eng. Phys. , vol.21 , pp. 37-44
    • Daskalov, I.1    Christov, I.2
  • 14
    • 0032989411 scopus 로고    scopus 로고
    • Automatic detection of the electrocardiogram T-wave end
    • -, "Automatic detection of the electrocardiogram T-wave end," Med. Biol. Eng. Comput., vol. 37, pp. 348-353, 1999.
    • (1999) Med. Biol. Eng. Comput. , vol.37 , pp. 348-353
  • 16
    • 0028211695 scopus 로고
    • Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database
    • Feb.
    • P. Laguna, R. Jané, and P. Caminal, "Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database," Comput. Biomed. Res., vol. 27, no. 1, pp. 45-60, Feb. 1994.
    • (1994) Comput. Biomed. Res. , vol.27 , Issue.1 , pp. 45-60
    • Laguna, P.1    Jané, R.2    Caminal, P.3
  • 17
    • 0027670874 scopus 로고
    • Beat-to beat measurement and analysis of the R-T interval in 24 h ECG Holter recordings
    • Sept.
    • G. Speranza, G. Nollo, F. Ravelli, and R. Antolini, "Beat-to beat measurement and analysis of the R-T interval in 24 h ECG Holter recordings," Med. Biol. Eng. Comput., vol. 31, no. 5, pp. 487-494, Sept. 1993.
    • (1993) Med. Biol. Eng. Comput. , vol.31 , Issue.5 , pp. 487-494
    • Speranza, G.1    Nollo, G.2    Ravelli, F.3    Antolini, R.4
  • 18
    • 1642320191 scopus 로고
    • An algorithm for automatic beat-to-beat measurement of the QT-interval
    • IEEE Computer Society Press
    • S. Meij, P. Klootwijk, J. Arends, and J. Roelandt, "An algorithm for automatic beat-to-beat measurement of the QT-interval," in Computers in Cardiology: IEEE Computer Society Press, 1994, pp. 597-600.
    • (1994) Computers in Cardiology , pp. 597-600
    • Meij, S.1    Klootwijk, P.2    Arends, J.3    Roelandt, J.4
  • 19
    • 0028960610 scopus 로고
    • Detection of ECG characteristic points using wavelet transforms
    • Jan.
    • C. Li, C. Zheng, and C. Tai, "Detection of ECG characteristic points using wavelet transforms," IEEE Trans. Biomed. Eng., vol. 42, pp. 21-28, Jan. 1995.
    • (1995) IEEE Trans. Biomed. Eng. , vol.42 , pp. 21-28
    • Li, C.1    Zheng, C.2    Tai, C.3
  • 20
    • 0031013508 scopus 로고    scopus 로고
    • Using wavelet transform for ECG characterization
    • J. S. Sahambi, S. Tandon, and R. K. P. Bhatt, "Using wavelet transform for ECG characterization," IEEE Eng. Med. Biol., vol. 16, no. 1, pp. 77-83, 1997.
    • (1997) IEEE Eng. Med. Biol. , vol.16 , Issue.1 , pp. 77-83
    • Sahambi, J.S.1    Tandon, S.2    Bhatt, R.K.P.3
  • 21
    • 0031023185 scopus 로고    scopus 로고
    • DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis
    • M. Bahoura, M. Hassani, and M. Hubin, "DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis," Comput. Meth. Programs Biomed., no. 52, pp. 35-44, 1997.
    • (1997) Comput. Meth. Programs Biomed. , vol.52 , pp. 35-44
    • Bahoura, M.1    Hassani, M.2    Hubin, M.3
  • 22
    • 0037019224 scopus 로고    scopus 로고
    • Nested median filtering for detecting T-wave offset in ECGs
    • July
    • P. Strumillo, "Nested median filtering for detecting T-wave offset in ECGs," Electron. Lett., vol. 38, no. 14, pp. 682-683, July 2002.
    • (2002) Electron. Lett. , vol.38 , Issue.14 , pp. 682-683
    • Strumillo, P.1
  • 25
    • 0031253589 scopus 로고    scopus 로고
    • Detection of ECG waveforms by neural networks
    • Z. Dokur, T. Olmez, E. Yazgan, and O. Ersoy, "Detection of ECG waveforms by neural networks," Med. Eng. Phys., vol. 19, no. 8, pp. 738-741, 1997.
    • (1997) Med. Eng. Phys. , vol.19 , Issue.8 , pp. 738-741
    • Dokur, Z.1    Olmez, T.2    Yazgan, E.3    Ersoy, O.4
  • 26
    • 0036950503 scopus 로고    scopus 로고
    • Modelling T-end in Holter ECG's by 2-layer perceptrons
    • Los Alamitos, CA: IEEE Computer Society Press
    • W. Bystricky and A. Safer, "Modelling T-end in Holter ECG's by 2-layer perceptrons," in Proc. Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 2002, vol. 29, pp. 105-108.
    • (2002) Proc. Computers in Cardiology , vol.29 , pp. 105-108
    • Bystricky, W.1    Safer, A.2
  • 27
  • 28
    • 0026151039 scopus 로고
    • The MIT-BIH arrhythmia database on CD-ROM and software for use with it
    • Los Alamitos, CA: IEEE Computer Society Press
    • G. B. Moody and R. G. Mark, "The MIT-BIH arrhythmia database on CD-ROM and software for use with it," in Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 1990, pp. 185-188.
    • (1990) Computers in Cardiology , pp. 185-188
    • Moody, G.B.1    Mark, R.G.2
  • 29
    • 0031333323 scopus 로고    scopus 로고
    • A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG
    • Los Alamitos, CA: IEEE Computer Society Press
    • P. Laguna, R. Mark, A. Goldberger, and G. Moody, "A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG," in Computers in Cardiology 1997. Los Alamitos, CA: IEEE Computer Society Press, 1997, pp. 673-676.
    • (1997) Computers in Cardiology 1997 , pp. 673-676
    • Laguna, P.1    Mark, R.2    Goldberger, A.3    Moody, G.4
  • 30
    • 0026705255 scopus 로고
    • The European ST-T database: Standards for evaluating systems for the analysis of ST-T changes in ambulatory electrocardigraphy
    • 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 electrocardigraphy, " Eur. Heart J., vol. 13, pp. 1164-1172, 1992.
    • (1992) Eur. Heart J. , vol.13 , pp. 1164-1172
    • Taddei, A.1    Distante, G.2    Emdin, M.3    Pisani, P.4    Moody, G.B.5    Zeelenberg, C.6    Marchesi, C.7
  • 31
    • 0023502651 scopus 로고
    • A reference data base for multilead electrocardiographic computer measurement programs
    • J. L. Willems et al., "A reference data base for multilead electrocardiographic computer measurement programs," J. Amer. Coll. Cardiol., vol. 10, no. 6, pp. 1313-1321, 1987.
    • (1987) J. Amer. Coll. Cardiol. , vol.10 , Issue.6 , pp. 1313-1321
    • Willems, J.L.1
  • 32
    • 0343807459 scopus 로고    scopus 로고
    • Evaluation of a wavelet-based ecg waveform detector on the qt database
    • Los Alamitos, CA: IEEE Computer Society Press
    • J. P. Martínez, S. Olmos, and P. Laguna, "Evaluation of a wavelet-based ecg waveform detector on the qt database," in Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 2000, pp. 81-84.
    • (2000) Computers in Cardiology , pp. 81-84
    • Martínez, J.P.1    Olmos, S.2    Laguna, P.3
  • 33
    • 84898785264 scopus 로고
    • Characterization of signals from multiscale edge
    • July
    • S. Mallat and S. Zhong, "Characterization of signals from multiscale edge," IEEE Trans. Pattern Anal. Machine Intell., vol. 14, pp. 710-732, July 1992.
    • (1992) IEEE Trans. Pattern Anal. Machine Intell. , vol.14 , pp. 710-732
    • Mallat, S.1    Zhong, S.2
  • 34
    • 0032169154 scopus 로고    scopus 로고
    • Wavelet based ST-segment analysis
    • Sept.
    • J. S. Sahambi, S. Tandon, and R. K. P. Bhatt, "Wavelet based ST-segment analysis," Med. Biol. Eng. Comput., vol. 36, no. 9, pp. 568-572, Sept. 1998.
    • (1998) Med. Biol. Eng. Comput. , vol.36 , Issue.9 , pp. 568-572
    • Sahambi, J.S.1    Tandon, S.2    Bhatt, R.K.P.3
  • 35
    • 0024904699 scopus 로고
    • Multifrequency channel decompositions of images and wavelet models
    • Dec.
    • S. Mallat, "Multifrequency channel decompositions of images and wavelet models," IEEE Trans. Acoust. Signal Processing, vol. 37, pp. 2091-2110, Dec. 1989.
    • (1989) IEEE Trans. Acoust. Signal Processing , vol.37 , pp. 2091-2110
    • Mallat, S.1
  • 36
    • 0030130052 scopus 로고    scopus 로고
    • Wavelets: The mathematical background
    • Apr.
    • A. Cohen and J. Kovačević, "Wavelets: The mathematical background," Proc. IEEE, vol. 84, pp. 514-522, Apr. 1996.
    • (1996) Proc. IEEE , vol.84 , pp. 514-522
    • Cohen, A.1    Kovačević, J.2
  • 38
    • 0021523445 scopus 로고
    • Estimation of QRS complex power spectrum for design of a QRS filter
    • Nov.
    • N. V. Thakor, J. G. Webster, and W. J. Tompkins, "Estimation of QRS complex power spectrum for design of a QRS filter," IEEE Trans. Biomed. Eng., vol. BME-31, pp. 702-706, Nov. 1984.
    • (1984) IEEE Trans. Biomed. Eng. , vol.706 BME-31 , pp. 702-706
    • Thakor, N.V.1    Webster, J.G.2    Tompkins, W.J.3
  • 39
    • 0020948396 scopus 로고
    • Development and evaluation of a 2-lead ECG analysis program
    • Los Alamitos, CA: IEEE Computer Society Press
    • G. B. Moody and R. G. Mark, "Development and evaluation of a 2-lead ECG analysis program," in Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 1982, pp. 39-44.
    • (1982) Computers in Cardiology , pp. 39-44
    • Moody, G.B.1    Mark, R.G.2
  • 42
    • 0022929617 scopus 로고
    • Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database
    • Dec.
    • P. S. Hamilton and W. Tompkins, "Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database," IEEE Trans Biomed. Eng., vol. BME-33, pp. 1157-1165, Dec. 1986.
    • (1986) IEEE Trans Biomed. Eng. , vol.1165 BME-33 , pp. 1157-1165
    • Hamilton, P.S.1    Tompkins, W.2
  • 43
    • 0021892137 scopus 로고
    • A real-time QRS detection algorithm
    • Mar.
    • J. Pan and W. J. Tompkins, "A real-time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol. BME-32, pp. 230-236, Mar. 1985.
    • (1985) IEEE Trans. Biomed. Eng. , vol.236 BME-32 , pp. 230-236
    • Pan, J.1    Tompkins, W.J.2
  • 44
    • 0029394907 scopus 로고
    • Genetic design of optimum linear and nonlnear QRS detectors
    • Nov.
    • R. Poli, S. Cagnoni, and G. Valli, "Genetic design of optimum linear and nonlnear QRS detectors," IEEE Trans. Biomed. Eng., vol. 42, pp. 1137-1141, Nov. 1995.
    • (1995) IEEE Trans. Biomed. Eng. , vol.42 , pp. 1137-1141
    • Poli, R.1    Cagnoni, S.2    Valli, G.3
  • 45
    • 0036950334 scopus 로고    scopus 로고
    • A QRS complex detection algorithm using electrocardiogram leads
    • Los Alamitos, CA
    • J. Moraes, M. Freitas, F. Vilani, and E. Costa, "A QRS complex detection algorithm using electrocardiogram leads," in Computers in Cardiology Los Alamitos, CA, 2002, vol. 29, pp. 205-208.
    • (2002) Computers in Cardiology , vol.29 , pp. 205-208
    • Moraes, J.1    Freitas, M.2    Vilani, F.3    Costa, E.4
  • 46
    • 0036950331 scopus 로고    scopus 로고
    • Open source ECG analysis
    • Los Alamitos, CA: IEEE Computer Society Press
    • P. Hamilton, "Open source ECG analysis," in Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 2002, vol. 29, pp. 101-104.
    • (2002) Computers in Cardiology , vol.29 , pp. 101-104
    • Hamilton, P.1
  • 47
    • 0031355513 scopus 로고    scopus 로고
    • Evaluation of an automatic detector of waveforms limits in holter ECG with the QT database
    • Los Alamitos, CA: IEEE Computer Society Press
    • R. Jane, A. Blasi, J. García, and P. Laguna, "Evaluation of an automatic detector of waveforms limits in holter ECG with the QT database," in Computers in Cardiology. Los Alamitos, CA: IEEE Computer Society Press, 1997, pp. 295-298.
    • (1997) Computers in Cardiology , pp. 295-298
    • Jane, R.1    Blasi, A.2    García, J.3    Laguna, P.4
  • 48
    • 0022385397 scopus 로고
    • Recomendations for measurement standards in quantitative electrocardiography
    • The CSE Working Party
    • "Recomendations for measurement standards in quantitative electrocardiography," in Eur. Heart J.: The CSE Working Party, 1985, vol. 6, pp. 815-825.
    • (1985) Eur. Heart J. , vol.6 , pp. 815-825


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.