메뉴 건너뛰기




Volumn 42, Issue 3, 2004, Pages 288-293

Classification of cardiac abnormalities using heart rate signals

Author keywords

Correlation function; Fuzzy equivalence relationship; Heart rate variability; Lyapunov exponent; Neural networks

Indexed keywords

CARDIOVASCULAR SYSTEM; DIAGNOSIS; DISEASES; FUZZY SETS; NEURAL NETWORKS; NEUROLOGY;

EID: 2942707563     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02344702     Document Type: Article
Times cited : (160)

References (27)
  • 1
    • 0019827638 scopus 로고
    • 'Power spectrum analysis of heart rate fluctuation: A quantitative probe of beat-to-beat cardiovascular control'
    • Akselrod, S., Gordan, D., Ubel, F. A., Shannon, D. C., Barger, A. C., and Cohen, R. J. (1981): 'Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control', Science, 213, pp. 220-222
    • (1981) Science , vol.213 , pp. 220-222
    • Akselrod, S.1    Gordan, D.2    Ubel, F.A.3    Shannon, D.C.4    Barger, A.C.5    Cohen, R.J.6
  • 2
    • 0032828829 scopus 로고    scopus 로고
    • 'Combined wavelet transformation and radial basis neural networks for classifying life-threatening cardiac arrhythmias'
    • Al-Fahoum, A. S., and Howitt, I. (1999): 'Combined wavelet transformation and radial basis neural networks for classifying life-threatening cardiac arrhythmias', Med. Biol. Eng. Comput., 37, pp. 566-573
    • (1999) Med. Biol. Eng. Comput. , vol.37 , pp. 566-573
    • Al-Fahoum, A.S.1    Howitt, I.2
  • 3
  • 4
    • 3042565159 scopus 로고    scopus 로고
    • 'Cardiac arrhythmia classification using autoregressive modeling'
    • URL: (last visited 10/7/2003)
    • Dingfei, G., Srinivasan, N., and Krishnan, S. M. (2002): 'Cardiac arrhythmia classification using autoregressive modeling', Biomed. Eng. URL: http://www.pubmedcentral.nih.gov (last visited 10/7/2003)
    • (2002) Biomed. Eng.
    • Dingfei, G.1    Srinivasan, N.2    Krishnan, S.M.3
  • 5
    • 0003413187 scopus 로고
    • 'Neural networks a comprehensive foundation'
    • (MacMillan College Publishing Company, New York, 1995)
    • Haykin, S. (1995): 'Neural networks a comprehensive foundation' (MacMillan College Publishing Company, New York, 1995)
    • (1995)
    • Haykin, S.1
  • 6
    • 0029736713 scopus 로고    scopus 로고
    • 'Poincare plot of heart rate variability allows quantitative display of parasympathetic nervous activity'
    • Kamen, P. W., Krum, H., and Tonkin, A. M. (1996): 'Poincare plot of heart rate variability allows quantitative display of parasympathetic nervous activity', Clin. Sci., 91, pp. 201-208
    • (1996) Clin. Sci. , vol.91 , pp. 201-208
    • Kamen, P.W.1    Krum, H.2    Tonkin, A.M.3
  • 7
    • 0031281333 scopus 로고    scopus 로고
    • 'Detection of life-threatening cardiac arrhythmias using wavelet transformation'
    • Khadra, L., Al-Fahoum, A. S., and Al-Nashash, H. (1997): 'Detection of life-threatening cardiac arrhythmias using wavelet transformation', Med. Biol. Eng. Comput., 35, pp. 626-632
    • (1997) Med. Biol. Eng. Comput. , vol.35 , pp. 626-632
    • Khadra, L.1    Al-Fahoum, A.S.2    Al-Nashash, H.3
  • 8
    • 0003471143 scopus 로고
    • 'Fuzzy sets and fuzzy logic: Theory and applications'
    • (Prentice-Hall, New Delhi, India, 1995)
    • Klir, G., and Yuan, B. (1995): 'Fuzzy sets and fuzzy logic: theory and applications' (Prentice-Hall, New Delhi, India, 1995)
    • (1995)
    • Klir, G.1    Yuan, B.2
  • 9
    • 0019999725 scopus 로고
    • '1/f fluctuation of heart beat period'
    • Kobayashi, M., and Musha, T. (1982): '1/f fluctuation of heart beat period', IEEE Trans. Biomed. Eng., 29, pp. 456-457
    • (1982) IEEE Trans. Biomed. Eng. , vol.29 , pp. 456-457
    • Kobayashi, M.1    Musha, T.2
  • 10
    • 0024771475 scopus 로고
    • 'Pattern classification using neural networks'
    • Lippman, R. P. (1989): 'Pattern classification using neural networks', IEEE Commun. Mag., pp. 47-64
    • (1989) IEEE Commun. Mag. , pp. 47-64
    • Lippman, R.P.1
  • 11
    • 0012096087 scopus 로고    scopus 로고
    • 'Nonlinear biomedical signal processing dynamic analysis and modeling'
    • (IEEE Press, New York, 2001)
    • Metin, A. (2001): 'Nonlinear biomedical signal processing dynamic analysis and modeling', vol. II (IEEE Press, New York, 2001)
    • (2001) , vol.2
    • Metin, A.1
  • 12
    • 0036083108 scopus 로고    scopus 로고
    • 'Study of features on nonlinear dynamical modeling in ECG arrhythmia detection and classification'
    • Owis, M. I., Abou-Zied, A. H., Abou-Bakr, Y. M., and Kadah, Y. M. (2002): 'Study of features on nonlinear dynamical modeling in ECG arrhythmia detection and classification', IEEE Trans. Biomed. Eng., 49, pp. 733-736
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , pp. 733-736
    • Owis, M.I.1    Abou-Zied, A.H.2    Abou-Bakr, Y.M.3    Kadah, Y.M.4
  • 13
    • 0021892137 scopus 로고
    • 'Real time QRS detector algorithm'
    • Pan, J., and Tompkins, W. J. (1985): 'Real time QRS detector algorithm', IEEE Trans. Biomed. Eng., 32, pp. 230-323
    • (1985) IEEE Trans. Biomed. Eng. , vol.32 , pp. 230-323
    • Pan, J.1    Tompkins, W.J.2
  • 15
    • 0032171718 scopus 로고
    • 'Stochastic complexity measures for physiological signal analysis'
    • Rezek, I. A., and Roberts, S. J. (1993): 'Stochastic complexity measures for physiological signal analysis', IEEE Trans. Biomed. Eng., pp. 1186-1190
    • (1993) IEEE Trans. Biomed. Eng. , pp. 1186-1190
    • Rezek, I.A.1    Roberts, S.J.2
  • 16
    • 43949166788 scopus 로고
    • 'A practical method for calculating largest Lyapunov exponents from small data sets'
    • Rosenstien, M., Colins, J. J., and De Luca, C. J. (1993): 'A practical method for calculating largest Lyapunov exponents from small data sets', Physica D, 65, pp. 117-134
    • (1993) Physica D , vol.65 , pp. 117-134
    • Rosenstien, M.1    Colins, J.J.2    De Luca, C.J.3
  • 18
    • 0003504018 scopus 로고
    • 'Chaos data analyzer: The professional version'
    • (American Institute of Physics, USA)
    • Sprott, J. C., and Rowlands, G. (1995): 'Chaos data analyzer: the professional version' (American Institute of Physics, USA)
    • (1995)
    • Sprott, J.C.1    Rowlands, G.2
  • 19
    • 0004003834 scopus 로고    scopus 로고
    • 'Understanding neural networks and fuzzy logic - Basic concepts and applications'
    • (Prentice-Hall of India, 2000)
    • Stamatios, V., and Kartalopoulos (2000): 'Understanding neural networks and fuzzy logic - basic concepts and applications' (Prentice-Hall of India, 2000)
    • (2000)
    • Stamatios, V.1    Kartalopoulos, A.2
  • 20
    • 0034498286 scopus 로고    scopus 로고
    • 'Arrhythmia detection and recognition in ECG signals using nonlinear techniques'
    • Sun, Y., Chan, K. L., and Krishnan, S. M. (2000): 'Arrhythmia detection and recognition in ECG signals using nonlinear techniques', Ann. Biomed. Eng., 28, pp. S-37
    • (2000) Ann. Biomed. Eng. , vol.28
    • Sun, Y.1    Chan, K.L.2    Krishnan, S.M.3
  • 21
    • 0029988782 scopus 로고    scopus 로고
    • 'Heart Rate Variability: Standards of measurement, physiological interpretation and clinical use'
    • Task Force Europ. Soc. Cardiol. North Am. Soc. Pacing and Electrophysiol
    • Task Force Europ. Soc. Cardiol. North Am. Soc. Pacing and Electrophysiol. (1996): 'Heart Rate Variability: Standards of measurement, physiological interpretation and clinical use', Europ. Heart J., 17, pp. 3 54-381
    • (1996) Europ. Heart J. , vol.17 , pp. 354-381
  • 22
    • 33750817900 scopus 로고    scopus 로고
    • 'Quantitative beat-to-beat analysis of heart rate dynamics during exercise'
    • Tulppo, M., Makikallio, T. H., Takala, T. E. S. and Seppanen, K. H. (1996): 'Quantitative beat-to-beat analysis of heart rate dynamics during exercise', Am. J. Physiol., 71, pp. H244-252
    • (1996) Am. J. Physiol. , vol.71
    • Tulppo, M.1    Makikallio, T.H.2    Takala, T.E.S.3    Seppanen, K.H.4
  • 24
    • 0003478241 scopus 로고    scopus 로고
    • 'Fractal physiology and medicine: Studies of nonlinear phenomena in life science
    • (World Scientific Publishing Co. Pte. Ltd, Singapore, 2000)
    • West, B. J. (2000): 'Fractal physiology and medicine: studies of nonlinear phenomena in life science - vol. 1' (World Scientific Publishing Co. Pte. Ltd, Singapore, 2000)
    • (2000) , vol.1
    • West, B.J.1
  • 25
    • 0008494528 scopus 로고
    • 'Determining Lyapunov exponents from a time series'
    • Wolf, A., Swift, J. B., Swinney, H. L., and Vastano, J. A. (1985): 'Determining Lyapunov exponents from a time series', Physica D, 16, pp. 285-317
    • (1985) Physica D , vol.16 , pp. 285-317
    • Wolf, A.1    Swift, J.B.2    Swinney, H.L.3    Vastano, J.A.4
  • 26
    • 0026536071 scopus 로고
    • 'Patterns of beat-to-beat heart rate variability in advanced heart failure'
    • Woo, M. A., Stevenson, W. G., Moser, D. K., Trelease, R. B., and Harper, R. H. (1992): 'Patterns of beat-to-beat heart rate variability in advanced heart failure', Am. Heart J., 123, pp. 704-710
    • (1992) Am. Heart J. , vol.123 , pp. 704-710
    • Woo, M.A.1    Stevenson, W.G.2    Moser, D.K.3    Trelease, R.B.4    Harper, R.H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.