메뉴 건너뛰기




Volumn 1, Issue 2, 2011, Pages 108-115

A new method of ECG feature detection based on combined wavelet transform for u-health service

Author keywords

CWTANN (combined wavelet transform artificial neural network); ECG (electrocardiogram); Heart type patch electrode; PVC(premature ventricular contraction); Ventricular tachycardia(VT)

Indexed keywords


EID: 84858588014     PISSN: 20939868     EISSN: 2093985X     Source Type: Journal    
DOI: 10.1007/s13534-011-0016-9     Document Type: Article
Times cited : (10)

References (15)
  • 1
    • 38649095183 scopus 로고    scopus 로고
    • Integration of independent component analysis and neural networks for ECG beat classification
    • Yu SN, Chou KT. Integration of independent component analysis and neural networks for ECG beat classification. Expert Syst Appl. 2008; 34: 2841-2846.
    • (2008) Expert Syst Appl , vol.34 , pp. 2841-2846
    • Yu, S.N.1    Chou, K.T.2
  • 2
    • 78149339022 scopus 로고    scopus 로고
    • Mechanical circulatory support to control medically intractable arrhythmias in pediatric patients after cardiac surgery
    • Jhang K, Lee SC, Seo DM, Park JJ. Mechanical circulatory support to control medically intractable arrhythmias in pediatric patients after cardiac surgery. Korean Circ J. 2010; 40: 471-474.
    • (2010) Korean Circ J , vol.40 , pp. 471-474
    • Jhang, K.1    Lee, S.C.2    Seo, D.M.3    Park, J.J.4
  • 3
    • 77954798584 scopus 로고    scopus 로고
    • A new QRS detection method using wavelet and artificial neural networks
    • DOI 10. 1007/s10916-009-9405-3
    • Berdakh A, Seo HD. A new QRS detection method using wavelet and artificial neural networks. J Med Syst. DOI 10. 1007/s10916-009-9405-3.
    • J Med Syst
    • Berdakh, A.1    Seo, H.D.2
  • 4
    • 0028960610 scopus 로고
    • Detection of ECG characteristic points using wavelet transforms
    • Li CC, Zheng CC, Tai. Detection of ECG characteristic points using wavelet transforms. IEEE T Bio-Med Eng. 1995; 42: 21-28.
    • (1995) IEEE T Bio-Med Eng , vol.42 , pp. 21-28
    • Li, C.C.1    Zheng, C.C.2    Tai3
  • 5
    • 0023428490 scopus 로고
    • ECG waveform analysis by significant point extraction
    • Lee HS, Cheng QL, Thakor NV. ECG waveform analysis by significant point extraction. Comput Biomed Res. 1987; 20: 410-427.
    • (1987) Comput Biomed Res , vol.20 , pp. 410-427
    • Lee, H.S.1    Cheng, Q.L.2    Thakor, N.V.3
  • 6
    • 0024700097 scopus 로고
    • A theory of multiresolution signal decomposition: the wavelet representation
    • Mallet S. A theory of multiresolution signal decomposition: the wavelet representation. IEEE T Pattern Anal. 1989; 11: 674-693.
    • (1989) IEEE T Pattern Anal , vol.11 , pp. 674-693
    • Mallet, S.1
  • 8
    • 0032075752 scopus 로고    scopus 로고
    • Artificial neural networks for automatic ECG analysis
    • Silipo R, Marchesi C. Artificial neural networks for automatic ECG analysis. Signal Process. 1998; 46: 1417-1425.
    • (1998) Signal Process , vol.46 , pp. 1417-1425
    • Silipo, R.1    Marchesi, C.2
  • 9
    • 1542375476 scopus 로고    scopus 로고
    • Automatic arrhythmia detection based on time and time-frequency analysis of heart rate variability
    • Tsipouros M, Fotiadis D. Automatic arrhythmia detection based on time and time-frequency analysis of heart rate variability. Comput Meth Prog Bio. 2004; 74: 95-108.
    • (2004) Comput Meth Prog Bio , vol.74 , pp. 95-108
    • Tsipouros, M.1    Fotiadis, D.2
  • 10
    • 32644449021 scopus 로고    scopus 로고
    • Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms
    • Froese T, Hadjiloucas S, Galvao R, Becerra V, Coelho C. Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms. Pattern Recogn Lett. 2006; 2: 393-407.
    • (2006) Pattern Recogn Lett , vol.2 , pp. 393-407
    • Froese, T.1    Hadjiloucas, S.2    Galvao, R.3    Becerra, V.4    Coelho, C.5
  • 11
    • 33845864226 scopus 로고    scopus 로고
    • A patient-adapting heartbeat classifier using ECG morphology and heartbeat interval features
    • Chazal P, Reilly R. A patient-adapting heartbeat classifier using ECG morphology and heartbeat interval features. IEEE T Bio-Med Eng. 2006; 53: 2535-2543.
    • (2006) IEEE T Bio-Med Eng , vol.53 , pp. 2535-2543
    • Chazal, P.1    Reilly, R.2
  • 12
    • 10744228909 scopus 로고    scopus 로고
    • Sequential characterization of atrial tachy arrhythmias based on ECG timefrequency analysis
    • Stridh M, Sörnmo L, Meurling C, Olsson S. Sequential characterization of atrial tachy arrhythmias based on ECG timefrequency analysis. IEEE T Bio-Med Eng. 2004; 51: 1100-1114.
    • (2004) IEEE T Bio-Med Eng , vol.51 , pp. 1100-1114
    • Stridh, M.1    Sörnmo, L.2    Meurling, C.3    Olsson, S.4
  • 13
    • 33845865323 scopus 로고    scopus 로고
    • Robust neural-networkbased classification of premature ventricular contractions using wavelet transform and timing interval features
    • Inan O, Giovangrandi L, Kovacs G. Robust neural-networkbased classification of premature ventricular contractions using wavelet transform and timing interval features. IEEE T Bio-Med Eng. 2006; 53: 2507-2515.
    • (2006) IEEE T Bio-Med Eng , vol.53 , pp. 2507-2515
    • Inan, O.1    Giovangrandi, L.2    Kovacs, G.3
  • 14
    • 0034564603 scopus 로고    scopus 로고
    • Artificial neural networks: Fundamentals, computing, design, and application
    • Basheer IA, Hajmeer M. Artificial neural networks: Fundamentals, computing, design, and application. J Microbiol Meth. 2000; 43: 3-31.
    • (2000) J Microbiol Meth , vol.43 , pp. 3-31
    • Basheer, I.A.1    Hajmeer, M.2
  • 15
    • 33846438201 scopus 로고    scopus 로고
    • Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network
    • Ceylan R, Özbay Y. Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network. Exp Syst Appl. 2007; 33: 286-295.
    • (2007) Exp Syst Appl , vol.33 , pp. 286-295
    • Ceylan, R.1    Özbay, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.