메뉴 건너뛰기




Volumn 56, Issue 7, 2009, Pages 1880-1890

Multilead analysis of T-wave alternans in the ecg using principal component analysis

Author keywords

ECG; Multilead analysis; Principal component analysis (PCA); T wave alternans (TWA)

Indexed keywords

CARDIAC DEATH; DETECTION AND ESTIMATION; ECG; GENERALIZED LIKELIHOOD RATIO TEST; LOW-AMPLITUDE; MULTILEAD ANALYSIS; PHYSIOLOGICAL NOISE; PRINCIPAL COMPONENT ANALYSIS (PCA); REALISTIC CONDITIONS; SIMULATION RESULT; SIMULATION STUDIES; STRESS TEST; T-WAVE ALTERNANS (TWA);

EID: 67650868981     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2009.2015935     Document Type: Article
Times cited : (65)

References (27)
  • 2
    • 30344485732 scopus 로고    scopus 로고
    • T-wave alternans and the susceptibility to ventricular arrhythmias
    • S. M. Narayan, "T-wave alternans and the susceptibility to ventricular arrhythmias," J. Amer. Coll. Cardiol., vol. 47, no. 2, pp. 269-281, 2006.
    • (2006) J. Amer. Coll. Cardiol , vol.47 , Issue.2 , pp. 269-281
    • Narayan, S.M.1
  • 3
    • 16444373051 scopus 로고    scopus 로고
    • Methodological principles of T wave alter-nans analysis: A unified framework
    • Apr
    • J. P. Martínez and S. Olmos, "Methodological principles of T wave alter-nans analysis: A unified framework," IEEE Trans. Biomed. Eng., vol. 52, no. 4, pp. 599-613, Apr. 2005.
    • (2005) IEEE Trans. Biomed. Eng , vol.52 , Issue.4 , pp. 599-613
    • Martínez, J.P.1    Olmos, S.2
  • 4
    • 0023928342 scopus 로고
    • Electrical alternans and cardiac electrical instability
    • J. M. Smith, E. A. Clancy, C. R. Valeri, J. N. Ruskin, and R. J. Cohen, "Electrical alternans and cardiac electrical instability," Circulation, vol. 77, no. 1, pp. 110-121, 1988.
    • (1988) Circulation , vol.77 , Issue.1 , pp. 110-121
    • Smith, J.M.1    Clancy, E.A.2    Valeri, C.R.3    Ruskin, J.N.4    Cohen, R.J.5
  • 5
    • 0036090028 scopus 로고    scopus 로고
    • Modified moving average analysis of T-wave alternans to predict ventricular fibrillation with great accuracy
    • B. D. Nearing and R. L. Verrier, "Modified moving average analysis of T-wave alternans to predict ventricular fibrillation with great accuracy," J. Appl. Physiol., vol. 92, no. 2, pp. 541-549, 2002.
    • (2002) J. Appl. Physiol , vol.92 , Issue.2 , pp. 541-549
    • Nearing, B.D.1    Verrier, R.L.2
  • 6
    • 0025801015 scopus 로고
    • Dynamic tracking of cardiac vulnerability by complex demodulation of the T wave
    • B. D. Nearing, A. H. Huang, and R. L. Verrier, "Dynamic tracking of cardiac vulnerability by complex demodulation of the T wave," Science, vol. 252, no. 5004, pp. 437-440, 1991.
    • (1991) Science , vol.252 , Issue.5004 , pp. 437-440
    • Nearing, B.D.1    Huang, A.H.2    Verrier, R.L.3
  • 7
    • 4143049394 scopus 로고    scopus 로고
    • Detection of T wave alternans in nonsta-tionary noise: A GLRT approach
    • Los Alamitos, CA: IEEE Comput. Soc. Press, pp
    • J. P. Martínez and S. Olmos, "Detection of T wave alternans in nonsta-tionary noise: A GLRT approach," in Proc. Comput. Cardiol. 2003. Los Alamitos, CA: IEEE Comput. Soc. Press, pp. 161-164.
    • Proc. Comput. Cardiol. 2003 , pp. 161-164
    • Martínez, J.P.1    Olmos, S.2
  • 8
    • 33645312691 scopus 로고    scopus 로고
    • Characterization of repolarization alternans during ischemia: Time-course and spatial analysis
    • Apr
    • J. P. Martínez, S. Olmos, G. Wagner, and P. Laguna, "Characterization of repolarization alternans during ischemia: Time-course and spatial analysis," IEEE Trans. Biomed. Eng., vol. 53, no. 4, pp. 701-711, Apr. 2006.
    • (2006) IEEE Trans. Biomed. Eng , vol.53 , Issue.4 , pp. 701-711
    • Martínez, J.P.1    Olmos, S.2    Wagner, G.3    Laguna, P.4
  • 9
    • 0032909593 scopus 로고    scopus 로고
    • Differing rate dependence and temporal distribution of repolarization alternans in patients with and without ventricular tachycardia
    • S. M. Narayan and J. M. Smith, "Differing rate dependence and temporal distribution of repolarization alternans in patients with and without ventricular tachycardia," J. Cardiovasc. Electrophysiol., vol. 10, pp. 61-71, 1999.
    • (1999) J. Cardiovasc. Electrophysiol , vol.10 , pp. 61-71
    • Narayan, S.M.1    Smith, J.M.2
  • 11
    • 0033321335 scopus 로고    scopus 로고
    • ECG signal compression and noise filtering with truncated orthogonal expansion
    • S. O. Gasso, J. G. Moros, J. Jané, and P. L. Lasaosa, "ECG signal compression and noise filtering with truncated orthogonal expansion," Signal Procesing, vol. 79, no. 1, pp. 97-115, 1999.
    • (1999) Signal Procesing , vol.79 , Issue.1 , pp. 97-115
    • Gasso, S.O.1    Moros, J.G.2    Jané, J.3    Lasaosa, P.L.4
  • 12
    • 0033106211 scopus 로고    scopus 로고
    • SVD-based on-line exercise ECG signal or-thogonalization
    • Mar
    • B. Acar and H. Köymen, "SVD-based on-line exercise ECG signal or-thogonalization," IEEE Trans. Biomed. Eng., vol. 46, no. 3, pp. 311-312, Mar. 1999.
    • (1999) IEEE Trans. Biomed. Eng , vol.46 , Issue.3 , pp. 311-312
    • Acar, B.1    Köymen, H.2
  • 13
    • 0034102884 scopus 로고    scopus 로고
    • A transform domain SVD filter for suppression of muscle noise artefacts in exercise ECGs
    • May
    • J. Paul, M. Reddy, and V. Kumar, "A transform domain SVD filter for suppression of muscle noise artefacts in exercise ECGs," IEEE Trans. Biomed. Eng., vol. 47, no. 5, pp. 654-663, May 2000.
    • (2000) IEEE Trans. Biomed. Eng , vol.47 , Issue.5 , pp. 654-663
    • Paul, J.1    Reddy, M.2    Kumar, V.3
  • 14
    • 0035530508 scopus 로고    scopus 로고
    • ECG data compression using truncated singular value decomposition
    • Dec
    • J.-J. Wei, C.-J. Chang, N.-K. Chou, and G.-J. Jan, "ECG data compression using truncated singular value decomposition," IEEE Trans. Inf. Technol. Biomed., vol. 5, no. 4, pp. 290-299, Dec. 2001.
    • (2001) IEEE Trans. Inf. Technol. Biomed , vol.5 , Issue.4 , pp. 290-299
    • Wei, J.-J.1    Chang, C.-J.2    Chou, N.-K.3    Jan, G.-J.4
  • 15
    • 0032751917 scopus 로고    scopus 로고
    • Identification of the occluded artery in patients with myocardial ischemia induced by prolonged percutaneous transluminal coronary angioplasty using traditional vs transformed ECG-based indexes
    • J. García, G. Wagner, L. Sörnmo, P. Lander, and P. Laguna, "Identification of the occluded artery in patients with myocardial ischemia induced by prolonged percutaneous transluminal coronary angioplasty using traditional vs transformed ECG-based indexes," Comput. Biomed. Res., vol. 32, no. 5, pp. 470-482, 1999.
    • (1999) Comput. Biomed. Res , vol.32 , Issue.5 , pp. 470-482
    • García, J.1    Wagner, G.2    Sörnmo, L.3    Lander, P.4    Laguna, P.5
  • 16
    • 0012895207 scopus 로고    scopus 로고
    • ECG-based detection of body position changes in ischemia monitoring
    • Jun
    • J. García, M. Anström, J. Mendive, P. Laguna, and L. Sörnmo, "ECG-based detection of body position changes in ischemia monitoring," IEEE Trans. Biomed. Eng., vol. 50, no. 6, pp. 677-685, Jun. 2003.
    • (2003) IEEE Trans. Biomed. Eng , vol.50 , Issue.6 , pp. 677-685
    • García, J.1    Anström, M.2    Mendive, J.3    Laguna, P.4    Sörnmo, L.5
  • 17
    • 65849174239 scopus 로고    scopus 로고
    • Cardiac repolarisation analysis using the surface ECG
    • E. Pueyo, J. P. Martínez, and P. Laguna, "Cardiac repolarisation analysis using the surface ECG," Phil. Trans. R. Soc. A, vol. 367, pp. 213-233, 2009.
    • (2009) Phil. Trans. R. Soc. A , vol.367 , pp. 213-233
    • Pueyo, E.1    Martínez, J.P.2    Laguna, P.3
  • 18
    • 0037065917 scopus 로고    scopus 로고
    • Principal component analysis of the T wave and prediction of cardiovascular mortality in american indians: The strong heart study
    • P. Okin, R. Devereux, R. Fabsitz, E. Lee, J. Galloway, and B. Howard, "Principal component analysis of the T wave and prediction of cardiovascular mortality in american indians: The strong heart study," Circulation, vol. 105, pp. 714-719, 2002.
    • (2002) Circulation , vol.105 , pp. 714-719
    • Okin, P.1    Devereux, R.2    Fabsitz, R.3    Lee, E.4    Galloway, J.5    Howard, B.6
  • 19
    • 0032831711 scopus 로고    scopus 로고
    • Spatial, temporal and wave-front direction characteristics of 12-lead T wave morphology
    • G. Acar, G. Yi, K. Hnatkova, and M. Malik, "Spatial, temporal and wave-front direction characteristics of 12-lead T wave morphology," Med. Biol. Eng. Comput., vol. 37, pp. 574-584, 1999.
    • (1999) Med. Biol. Eng. Comput , vol.37 , pp. 574-584
    • Acar, G.1    Yi, G.2    Hnatkova, K.3    Malik, M.4
  • 20
    • 0035690050 scopus 로고    scopus 로고
    • Principal component analysis and cluster analysis for measuring the local organization of human atrial fibrillation
    • L. Faes, G. Nollo, M. Kirchner, E. Olivetti, F. Gaita, and R. Antolini, "Principal component analysis and cluster analysis for measuring the local organization of human atrial fibrillation," Med. Biol. Eng. Comput., vol. 39, pp. 656-663, 2001.
    • (2001) Med. Biol. Eng. Comput , vol.39 , pp. 656-663
    • Faes, L.1    Nollo, G.2    Kirchner, M.3    Olivetti, E.4    Gaita, F.5    Antolini, R.6
  • 21
    • 13244259195 scopus 로고    scopus 로고
    • Spatiotemporal blind source separation approach to atrial activity estimation in atrial tach-yarrhythmias
    • Feb
    • F. Castells, J. J. Rieta, J. Millet, and V. Zarzoso, "Spatiotemporal blind source separation approach to atrial activity estimation in atrial tach-yarrhythmias," IEEE Trans. Biomed. Eng., vol. 52, no. 2, pp. 258-267, Feb. 2005.
    • (2005) IEEE Trans. Biomed. Eng , vol.52 , Issue.2 , pp. 258-267
    • Castells, F.1    Rieta, J.J.2    Millet, J.3    Zarzoso, V.4
  • 22
    • 0031021890 scopus 로고    scopus 로고
    • Fetal ECG extraction from single-channel maternal ECG using singular value decomposition
    • Jan
    • P. Kanjilal, S. Palit, and Saha, "Fetal ECG extraction from single-channel maternal ECG using singular value decomposition," IEEE Trans. Biomed. Eng., vol. 44, no. 1, pp. 51-59, Jan. 1997.
    • (1997) IEEE Trans. Biomed. Eng , vol.44 , Issue.1 , pp. 51-59
    • Kanjilal, P.1    Palit, S.2    Saha3
  • 23
    • 12144285744 scopus 로고    scopus 로고
    • A wavelet-based ECG delineator: Evaluation on standard databases
    • Apr
    • J. P. Martínez, R. Almeida, S. Olmos, A. P. Rocha, and P. Laguna, "A wavelet-based ECG delineator: Evaluation on standard databases," IEEE Trans. Biomed. Eng., vol. 51, no. 4, pp. 570-581, Apr. 2004.
    • (2004) IEEE Trans. Biomed. Eng , vol.51 , Issue.4 , pp. 570-581
    • Martínez, J.P.1    Almeida, R.2    Olmos, S.3    Rocha, A.P.4    Laguna, P.5
  • 24
    • 0021642397 scopus 로고    scopus 로고
    • A noise stress test for arrhythmia detectors
    • Los Alamitos, CA: IEEE Comput. Soc. Press
    • G. B. Moody, W. Muldrow, and R. G. Mark, "A noise stress test for arrhythmia detectors," in Proc. Comput. Cardiol. 1984. Los Alamitos, CA: IEEE Comput. Soc. Press, vol. 11, pp. 381-384.
    • Proc. Comput. Cardiol. 1984 , vol.11 , pp. 381-384
    • Moody, G.B.1    Muldrow, W.2    Mark, R.G.3
  • 25
    • 84948352370 scopus 로고
    • Nutzung der EKG-Signaldatenbank CARDIODAT der PTB über das internet
    • R. Bousseljot, D. Kreiseler, and A. Schnabel, "Nutzung der EKG-Signaldatenbank CARDIODAT der PTB über das internet," Biomed. Tech. , vol. 40, pp. 317-318, 1995.
    • (1995) Biomed. Tech , vol.40 , pp. 317-318
    • Bousseljot, R.1    Kreiseler, D.2    Schnabel, A.3
  • 26
    • 0004236492 scopus 로고
    • 2nd ed. Baltimore, MD: The Johns Hopkins Univ. Press
    • G. H. Golub and C. F. Van Loan, Matrix Computations, 2nd ed. Baltimore, MD: The Johns Hopkins Univ. Press, 1989.
    • (1989) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 27
    • 0141892168 scopus 로고    scopus 로고
    • Coronary artery disease diagnosis based on exercise electrocardiogram indexes from repolarisation, depolarisation and heart rate variability
    • R. Bailón, J. Mateo, S. Olmos, P. Serrano, J. García, A. del Río, I. J. Fer-reira, and P. Laguna, "Coronary artery disease diagnosis based on exercise electrocardiogram indexes from repolarisation, depolarisation and heart rate variability," Med. Biol. Eng. Comput., vol. 41, no. 5, pp. 561-571, 2003.
    • (2003) Med. Biol. Eng. Comput , vol.41 , Issue.5 , pp. 561-571
    • Bailón, R.1    Mateo, J.2    Olmos, S.3    Serrano, P.4    García, J.5    del Río, A.6    Fer-reira, I.J.7    Laguna, P.8


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.