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Volumn 42, Issue 5, 2009, Pages 778-789

Cardiac arrhythmia diagnosis method using linear discriminant analysis on ECG signals

Author keywords

ECG signal; Linear discriminant analysis; MIT BIH arrhythmia database

Indexed keywords

CHEMICAL PLANTS; DISCRIMINANT ANALYSIS; ELECTROCARDIOGRAPHY; IMAGE RETRIEVAL; SHRINKAGE; SIGNAL ANALYSIS; SIGNAL PROCESSING;

EID: 63749124365     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2009.01.004     Document Type: Article
Times cited : (130)

References (28)
  • 2
  • 3
    • 2942709662 scopus 로고    scopus 로고
    • Automatic classification of heart-beats using ECG morphology and heartbeat interval features
    • Chazal P., O'Dwyer M., and Reilly R.B. Automatic classification of heart-beats using ECG morphology and heartbeat interval features. IEEE Trans. Biomed. Eng. 51 (2004) 1196-1206
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 1196-1206
    • Chazal, P.1    O'Dwyer, M.2    Reilly, R.B.3
  • 4
    • 0026169317 scopus 로고
    • A comparison of four new time domain techniques for discriminating monomorphic ventricular tachycardia from sinus rhythm using ventricular waveform morphology
    • Throne R.D., Jenkins J.M., and Dicarlo L.A. A comparison of four new time domain techniques for discriminating monomorphic ventricular tachycardia from sinus rhythm using ventricular waveform morphology. IEEE Trans. Biomed. Eng. 38 (1991) 561-570
    • (1991) IEEE Trans. Biomed. Eng. , vol.38 , pp. 561-570
    • Throne, R.D.1    Jenkins, J.M.2    Dicarlo, L.A.3
  • 5
    • 0024024822 scopus 로고    scopus 로고
    • Frequency spectra of ventricular tachycardia and sinus rhythm in human intracardiac electrograms: application to tachycardia for cardiac pacemakers
    • Pannizzo F., and Furman S. Frequency spectra of ventricular tachycardia and sinus rhythm in human intracardiac electrograms: application to tachycardia for cardiac pacemakers. IEEE Trans. Biomed. Eng. 35 (1998) 421-425
    • (1998) IEEE Trans. Biomed. Eng. , vol.35 , pp. 421-425
    • Pannizzo, F.1    Furman, S.2
  • 8
    • 0030271797 scopus 로고    scopus 로고
    • Modelling ECG signals with Hidden Markov Models
    • Koski A. Modelling ECG signals with Hidden Markov Models. Artif. Intell. Med. 8 (1996) 453-471
    • (1996) Artif. Intell. Med. , vol.8 , pp. 453-471
    • Koski, A.1
  • 10
    • 0028960610 scopus 로고
    • Detection of ECG characteristic points using wavelet transform
    • Li C.W., Zheng C.X., and Tai C.F. Detection of ECG characteristic points using wavelet transform. IEEE Trans. Biomed. Eng. 42 (1995) 21-28
    • (1995) IEEE Trans. Biomed. Eng. , vol.42 , pp. 21-28
    • Li, C.W.1    Zheng, C.X.2    Tai, C.F.3
  • 11
  • 12
  • 13
    • 0034909765 scopus 로고    scopus 로고
    • ECG beat classification by a novel hybrid neural network
    • Dokur Z., and Olmez T. ECG beat classification by a novel hybrid neural network. Comput. Methods Program Biomed. 66 (2001) 167-181
    • (2001) Comput. Methods Program Biomed. , vol.66 , pp. 167-181
    • Dokur, Z.1    Olmez, T.2
  • 14
    • 33644995117 scopus 로고    scopus 로고
    • The comparison of different feed forward neural network architectures for ECG signal diagnosis
    • Hosseini H.G., Luo D., and Reynolds K.J. The comparison of different feed forward neural network architectures for ECG signal diagnosis. Med. Eng. Phys. 28 (2006) 372-378
    • (2006) Med. Eng. Phys. , vol.28 , pp. 372-378
    • Hosseini, H.G.1    Luo, D.2    Reynolds, K.J.3
  • 15
    • 33646133912 scopus 로고    scopus 로고
    • Intelligent classification of ECG signal using extended EKF based neural fuzzy system
    • Meau Y.P., Ibrahim F., Narainasamy S.A.L., and Omar R. Intelligent classification of ECG signal using extended EKF based neural fuzzy system. Comput. Methods Program Biomed. 82 (2006) 157-168
    • (2006) Comput. Methods Program Biomed. , vol.82 , pp. 157-168
    • Meau, Y.P.1    Ibrahim, F.2    Narainasamy, S.A.L.3    Omar, R.4
  • 17
    • 46249107626 scopus 로고    scopus 로고
    • QRS complexes detection for ECG signal: the difference operation method
    • Yeh Y.C., and Wang W.J. QRS complexes detection for ECG signal: the difference operation method. Comput. Methods Program Biomed. 91 (2008) 245-254
    • (2008) Comput. Methods Program Biomed. , vol.91 , pp. 245-254
    • Yeh, Y.C.1    Wang, W.J.2
  • 20
    • 28144438569 scopus 로고    scopus 로고
    • An algorithm for EMG noise detection in large ECG data
    • Raphisak P., Schuckers S.C., and Curry A.J. An algorithm for EMG noise detection in large ECG data. Comput. Cardiol. 31 (2004) 369-372
    • (2004) Comput. Cardiol. , vol.31 , pp. 369-372
    • Raphisak, P.1    Schuckers, S.C.2    Curry, A.J.3
  • 21
    • 0034478046 scopus 로고    scopus 로고
    • Comparison of methods for adaptive removal of motion artifact
    • Hamilton P.S., and Curley M.G. Comparison of methods for adaptive removal of motion artifact. Comput. Cardiol. 27 (2000) 383-386
    • (2000) Comput. Cardiol. , vol.27 , pp. 383-386
    • Hamilton, P.S.1    Curley, M.G.2
  • 24
    • 0034330363 scopus 로고    scopus 로고
    • The weighted diagnostic distortion (WDD) measure for ECG signal compression
    • Zigel Y., Cohen A., and Katz A. The weighted diagnostic distortion (WDD) measure for ECG signal compression. IEEE Trans. Biomed. Eng. 47 (2000) 1422-1430
    • (2000) IEEE Trans. Biomed. Eng. , vol.47 , pp. 1422-1430
    • Zigel, Y.1    Cohen, A.2    Katz, A.3
  • 27
    • 34848868135 scopus 로고    scopus 로고
    • Feature measurements of ECG beats based on statistical classifiers
    • Engin M., Fedakar M., Engin E.Z., and Korurek M. Feature measurements of ECG beats based on statistical classifiers. Measurement 40 (2007) 904-912
    • (2007) Measurement , vol.40 , pp. 904-912
    • Engin, M.1    Fedakar, M.2    Engin, E.Z.3    Korurek, M.4
  • 28
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett F. An introduction to ROC analysis. Pattern Recogn. Lett. 27 (2006) 861-874
    • (2006) Pattern Recogn. Lett. , vol.27 , pp. 861-874
    • Fawcett, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.