메뉴 건너뛰기




Volumn 15, Issue 5, 1996, Pages 103-111

Classifying Biosignals with wavelet networks : A method for nonivasive diagnosis

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DIAGNOSIS; DISEASES; FEATURE EXTRACTION; FOURIER TRANSFORMS; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS; NONINVASIVE MEDICAL PROCEDURES; PATTERN RECOGNITION; STATISTICAL METHODS; WAVELET TRANSFORMS;

EID: 0030245757     PISSN: 07395175     EISSN: None     Source Type: Journal    
DOI: 10.1109/51.537066     Document Type: Review
Times cited : (103)

References (35)
  • 3
    • 0028375911 scopus 로고
    • Biosignal Pattern Recognition and Interpretation Systems
    • Ciaccio EJ, Dunn SM, Akay M: Biosignal Pattern Recognition and Interpretation Systems. IEEE EMB Magazine 13(1):129-135, 1994.
    • (1994) IEEE EMB Magazine , vol.13 , Issue.1 , pp. 129-135
    • Ciaccio, E.J.1    Dunn, S.M.2    Akay, M.3
  • 6
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • April
    • Lippmann RP: An introduction to computing with neural nets. IEEE ASSP Magazine, 4:4-22, April 1987.
    • (1987) IEEE ASSP Magazine , vol.4 , pp. 4-22
    • Lippmann, R.P.1
  • 8
    • 0001379053 scopus 로고
    • Neural network adaptive wavelets for signal representation and classification
    • September
    • Szu HH, Telfer B, Kadambe S: Neural network adaptive wavelets for signal representation and classification. Optical Engineering 31(9): 1907-1916, September 1992.
    • (1992) Optical Engineering , vol.31 , Issue.9 , pp. 1907-1916
    • Szu, H.H.1    Telfer, B.2    Kadambe, S.3
  • 12
    • 85032751591 scopus 로고
    • Linear and Quadratic Time-Frequency Signal Representations
    • Hlawatsch F, Boudreaux-Bartels GF: Linear and Quadratic Time-Frequency Signal Representations. IEEE SP Magazine 11(2):21-67, 1992.
    • (1992) IEEE SP Magazine , vol.11 , Issue.2 , pp. 21-67
    • Boudreaux-Bartels Gf, H.F.1
  • 14
    • 0002628932 scopus 로고
    • Time-frequency signal analysis
    • Haykin S (Ed.): Prentice Hall, Englewood Cliffs, NY
    • Boashash B: Time-frequency signal analysis. In: Haykin S (Ed.): Advances in Spectrum Analysis and Array Processing Vol.1. Prentice Hall, Englewood Cliffs, NY, 418-512, 1991.
    • (1991) Advances in Spectrum Analysis and Array Processing , vol.1 , pp. 418-512
    • Boashash, B.1
  • 16
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • Rumelhart DE, McClelland JL (Eds.): Cambridge, MA:MIT Press
    • Rumelhart D, Hinton GE, Williams RJ: Learning internal representations by error propagation. In: Rumelhart DE, McClelland JL (Eds.): Parallel Distributed Processing, vol.1, Cambridge, MA:MIT Press, 318-362, 1986.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 318-362
    • Rumelhart, D.1    Hinton, G.E.2    Williams, R.J.3
  • 18
    • 0003578240 scopus 로고
    • An empirical study of learning speed in back-propagation networks
    • School of Computer Science, Carnegie Mellon University, Pittsburgh, PA
    • Fahlman SE: An empirical study of learning speed in back-propagation networks. Tech. Report CMU-CS-88-162, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 1988.
    • (1988) Tech. Report CMU-CS-88-162
    • Fahlman, S.E.1
  • 20
    • 0026642150 scopus 로고
    • The significance of electrocardiographic late potentials: Predictors of ventricular tachycardia
    • Berbari EJ, Lazzara R: The significance of electrocardiographic late potentials: Predictors of ventricular tachycardia. Annu. Rev. Med. 43:157-169, 1992.
    • (1992) Annu. Rev. Med. , vol.43 , pp. 157-169
    • Berbari, E.J.1    Lazzara, R.2
  • 21
    • 0026326729 scopus 로고
    • Relation between acute ventricular arrhythmias, ventricular late potentials and mortality in acute myocardial infarction
    • Hong M, Peter T, Peters W, Wang FZ, Xiu Y, et al.: Relation between acute ventricular arrhythmias, ventricular late potentials and mortality in acute myocardial infarction. The American Journal of Cardiology 68 (suppl.15):1403-1409, 1991.
    • (1991) The American Journal of Cardiology , vol.68 , Issue.15 SUPPL. , pp. 1403-1409
    • Hong, M.1    Peter, T.2    Peters, W.3    Wang, F.Z.4    Xiu, Y.5
  • 22
    • 0026581371 scopus 로고
    • Late potentials after acute myocardial infarction. Performance of different criteria for the prediction of arrhythmic complications
    • Malik M, Odemuyiwa O, Poloniecki J, Kulakowski P, Farrell T, et al.: Late potentials after acute myocardial infarction. Performance of different criteria for the prediction of arrhythmic complications. Eur. Heart Journal 13:599-607, 1992.
    • (1992) Eur. Heart Journal , vol.13 , pp. 599-607
    • Malik, M.1    Odemuyiwa, O.2    Poloniecki, J.3    Kulakowski, P.4    Farrell, T.5
  • 23
    • 0021239771 scopus 로고
    • Fast Fourier transform analysis of signal-averaged electrocardiograms for identification of patients prone to sustained ventricular tachycardia
    • Cain ME, Ambos HD, Witkowski FX, Sobel BE: Fast Fourier transform analysis of signal-averaged electrocardiograms for identification of patients prone to sustained ventricular tachycardia. Circulation 69:711-720, 1984.
    • (1984) Circulation , vol.69 , pp. 711-720
    • Cain, M.E.1    Ambos, H.D.2    Witkowski, F.X.3    Sobel, B.E.4
  • 24
    • 0017807499 scopus 로고
    • Recording from the body surface of arrhythmogenic ventricular activity during the ST-segment
    • Berbari EJ, Scherlag BJ, Hope RR, Lazzara R: Recording from the body surface of arrhythmogenic ventricular activity during the ST-segment. Am. J. Cardiol. 41:697-702, 1978.
    • (1978) Am. J. Cardiol. , vol.41 , pp. 697-702
    • Berbari, E.J.1    Scherlag, B.J.2    Hope, R.R.3    Lazzara, R.4
  • 25
    • 0025876786 scopus 로고
    • Ventricular late potentials in patients with and without inducible sustained ventricular tachycardia: A combined analysis in the time and frequency domain
    • Schramm J, Frumento C, Dickhaus H, Schmitt C, Brachmann J: Ventricular late potentials in patients with and without inducible sustained ventricular tachycardia: a combined analysis in the time and frequency domain. Eur. Heart Journal 12:563-572, 1991.
    • (1991) Eur. Heart Journal , vol.12 , pp. 563-572
    • Schramm, J.1    Frumento, C.2    Dickhaus, H.3    Schmitt, C.4    Brachmann, J.5
  • 26
    • 0019431045 scopus 로고
    • Use of signals in the terminal QRS complex to identify patients with ventricular tachycardia after myocardial infarction
    • Simson MB: Use of signals in the terminal QRS complex to identify patients with ventricular tachycardia after myocardial infarction. Circulation, 64:235-242, 1981.
    • (1981) Circulation , vol.64 , pp. 235-242
    • Simson, M.B.1
  • 27
    • 0025881587 scopus 로고
    • Standards for analysis of ventricular late potentials using high resolution or signal-averaged electrocardiography
    • Breithardt G, Cain ME, EI-Sherif N, Flowers NC, Hombach V, et al.: Standards for analysis of ventricular late potentials using high resolution or signal-averaged electrocardiography. Eur. Heart Journal 12:473-480, 1991.
    • (1991) Eur. Heart Journal , vol.12 , pp. 473-480
    • Breithardt, G.1    Cain, M.E.2    Ei-Sherif, N.3    Flowers, N.C.4    Hombach, V.5
  • 28
    • 6844246772 scopus 로고
    • Ventricular late potentials studied by nonstationary signal analysis
    • Morucci JP et al.(Eds )
    • Dickhaus H, Khadra L, Lipp A, Schweizer M: Ventricular late potentials studied by nonstationary signal analysis. In: Morucci JP et al.(Eds ): Proc. Intl. Conf. IEEE EMBS 14:490-491, 1992.
    • (1992) Proc. Intl. Conf. IEEE EMBS , vol.14 , pp. 490-491
    • Dickhaus, H.1    Khadra, L.2    Lipp, A.3    Schweizer, M.4
  • 29
    • 0027382249 scopus 로고
    • Wavelet analysis of high resolution signal-averaged ECGs in postinfarction patients
    • Morlet D, Peyrin F, Desseigne P, Touboul P, Rubel P: Wavelet analysis of high resolution signal-averaged ECGs in postinfarction patients, Journal of Electrocardiology 23(suppl. 4):311-320, 1993.
    • (1993) Journal of Electrocardiology , vol.23 , Issue.4 SUPPL. , pp. 311-320
    • Morlet, D.1    Peyrin, F.2    Desseigne, P.3    Touboul, P.4    Rubel, P.5
  • 30
    • 0028085857 scopus 로고
    • Ventricular late potentials characterization in time-frequency domain by means of wavelet transform
    • Meste O, Rix H, Caminal P, Thakor NV: Ventricular late potentials characterization in time-frequency domain by means of wavelet transform. IEEE Trans. Biomed. Eng., 41:625-634, 1994.
    • (1994) IEEE Trans. Biomed. Eng. , vol.41 , pp. 625-634
    • Meste, O.1    Rix, H.2    Caminal, P.3    Thakor, N.V.4
  • 31
    • 10144235933 scopus 로고
    • Are the so-called late potentials restricted to the terminal portion of the QRS-complex?
    • Hansen R et al. (Eds.): Berlin: Springer Verlag
    • Frumento C, Dickhaus H, Schramm J: Are the so-called late potentials restricted to the terminal portion of the QRS-complex? In: Hansen R et al. (Eds.): Proc. Medical Informatics Europe. Berlin: Springer Verlag, 415-419, 1988.
    • (1988) Proc. Medical Informatics Europe , pp. 415-419
    • Frumento, C.1    Dickhaus, H.2    Schramm, J.3
  • 32
    • 0029256646 scopus 로고
    • Wavelet preprocessing for Automated Neural Network Detection of EEG Spikes
    • Kalayci T, Özdamar Ö: Wavelet preprocessing for Automated Neural Network Detection of EEG Spikes. IEEE EMB Magazine 14:160-166, 1995.
    • (1995) IEEE EMB Magazine , vol.14 , pp. 160-166
    • Özdamar Ö, K.T.1
  • 33
    • 0028533925 scopus 로고
    • Noninvasive detection of coronary artery disease using wavelet-based fuzzy neural networks
    • Akay YM, Akay M, Welkowitz W, Kostis J: Noninvasive detection of coronary artery disease using wavelet-based fuzzy neural networks, IEEE EMB Magazine 13(5):761-764, 1994.
    • (1994) IEEE EMB Magazine , vol.13 , Issue.5 , pp. 761-764
    • Akay, Y.M.1    Akay, M.2    Welkowitz, W.3    Kostis, J.4
  • 34
    • 10144264650 scopus 로고
    • Optimization of adaptive preprocessing units during the learning process of neural networks. Application in EEG pattern recognition
    • Pöppl SJ, Handels H (Eds.) Berlin: Springer
    • Witte H, Galicki M, Dörschel J, Griessbach G, Eiselt M, et al.: Optimization of adaptive preprocessing units during the learning process of neural networks. Application in EEG pattern recognition. In: Pöppl SJ, Handels H (Eds.) 15. DAGM-Symposium Mustererkennung. Berlin: Springer, pp. 271-280, 1993.
    • (1993) 15. DAGM-Symposium Mustererkennung , pp. 271-280
    • Witte, H.1    Galicki, M.2    Dörschel, J.3    Griessbach, G.4    Eiselt, M.5
  • 35
    • 0028217758 scopus 로고
    • Time-frequency analysis of ventricular late potentials
    • Dickhaus H, Khadra L, Brachmann J: Time-frequency analysis of ventricular late potentials. Meth. Inform. Med., 33(2):187-195, 1994.
    • (1994) Meth. Inform. Med. , vol.33 , Issue.2 , pp. 187-195
    • Dickhaus, H.1    Khadra, L.2    Brachmann, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.