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Volumn 52, Issue 2, 2005, Pages 258-267

Spatiotemporal blind source separation approach to atrial activity estimation in atrial tachyarrhythmias

Author keywords

Atrial fibrillation; Biomedical signal processing; Blind source separation; Independent component analysis; QRST cancellation; Spatiotemporal signal processing

Indexed keywords

ATRIAL ACTIVITY (AA); ATRIAL FIBRILLATION (AF); ATRIAL FLUTTER (AF); TACHYARRHYTHMIAS;

EID: 13244259195     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2004.840473     Document Type: Article
Times cited : (142)

References (38)
  • 2
    • 0024694995 scopus 로고
    • Algorithmic sequential decision-making in the frequency domain for life threatening ventricular arrhythmias and imitative artefacts: A diagnostic system
    • S. Barro, R. Ruiz, D. Cabello, and J. Mira, "Algorithmic sequential decision-making in the frequency domain for life threatening ventricular arrhythmias and imitative artefacts: A diagnostic system," J. Biomed. Eng., vol. 11, pp. 320-328, 1989.
    • (1989) J. Biomed. Eng. , vol.11 , pp. 320-328
    • Barro, S.1    Ruiz, R.2    Cabello, D.3    Mira, J.4
  • 3
    • 0029411030 scopus 로고
    • An information maximization approach to blind separation and blind deconvolution
    • A. J. Bell and T. J. Sejnowsky, "An information maximization approach to blind separation and blind deconvolution," Neural Computation, vol. 7, pp. 1129-1159, 1995.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowsky, T.J.2
  • 4
    • 0031078854 scopus 로고    scopus 로고
    • A blind source separation technique using second-order statistics
    • Feb.
    • A. Belouchrani, K. Abed-Meraim, J. F. Cardoso, and E. Moulines, "A blind source separation technique using second-order statistics," IEEE Trans. Signal Process., vol. 45, no. 2, pp. 434-444, Feb. 1997.
    • (1997) IEEE Trans. Signal Process , vol.45 , Issue.2 , pp. 434-444
    • Belouchrani, A.1    Abed-Meraim, K.2    Cardoso, J.F.3    Moulines, E.4
  • 5
    • 0032526050 scopus 로고    scopus 로고
    • Frequency analysis of human atrial fibrillation using the surface electrocardiogram and its response to ibutilide
    • A. Bollmann, N. K. Kanuru, K. K. McTeague, P. F. Walter, D. B. DeLurgio, and J. J. Langberg, "Frequency analysis of human atrial fibrillation using the surface electrocardiogram and its response to ibutilide," Am. J. Cardiol., vol. 81, pp. 1439-1445, 1998.
    • (1998) Am. J. Cardiol. , vol.81 , pp. 1439-1445
    • Bollmann, A.1    Kanuru, N.K.2    McTeague, K.K.3    Walter, P.F.4    DeLurgio, D.B.5    Langberg, J.J.6
  • 6
    • 0033214495 scopus 로고    scopus 로고
    • Non-invasive assessment of fibrillatory activity in patients with paroxysmal and persistent atrial fibrillation using the Holter ECG
    • A. Bollmann, K. Sonne, H. D. Esperer, I. Toepffer, J. J. Langberg, and H. U. Klein, "Non-invasive assessment of fibrillatory activity in patients with paroxysmal and persistent atrial fibrillation using the Holter ECG," Cardiovasc Res., vol. 44, pp. 60-6, 1999.
    • (1999) Cardiovasc Res. , vol.44 , pp. 60-66
    • Bollmann, A.1    Sonne, K.2    Esperer, H.D.3    Toepffer, I.4    Langberg, J.J.5    Klein, H.U.6
  • 7
    • 0027812550 scopus 로고
    • Blind beamforming for non Gaussian signals
    • J. F. Cardoso and A. Souloumiac, "Blind beamforming for non Gaussian signals," Inst. Elect. Eng. Proc.-F, vol. 140, pp. 362-370, 1993.
    • (1993) Inst. Elect. Eng. Proc.-F , vol.140 , pp. 362-370
    • Cardoso, J.F.1    Souloumiac, A.2
  • 8
    • 0141744549 scopus 로고    scopus 로고
    • Atrial fibrillation análisis based on ICA including statistical and temporal source information
    • Hong Kong
    • F. Castells, J. Igual, J. J. Rieta, C. Sánchez, and J. Millet, "Atrial fibrillation análisis based on ICA including statistical and temporal source information," in Proc ICASSP, Hong Kong, 2003. V-94-96.
    • (2003) Proc ICASSP
    • Castells, F.1    Igual, J.2    Rieta, J.J.3    Sánchez, C.4    Millet, J.5
  • 9
    • 4143081663 scopus 로고    scopus 로고
    • An integral atrial wave identification based on spatiotemporal source separation: Clinical validation
    • F. Castells, R. Ruiz, J. J. Rieta, and J. Millet, "An integral atrial wave identification based on spatiotemporal source separation: Clinical validation," Comput. Cardiol., pp. 717-720, 2003.
    • (2003) Comput. Cardiol. , pp. 717-720
    • Castells, F.1    Ruiz, R.2    Rieta, J.J.3    Millet, J.4
  • 11
    • 0035134761 scopus 로고    scopus 로고
    • Epidemiology and natural history of atrial fibrillation: Clinical implications
    • S. S. Chugh, J. L. Blackshear, W. K. Shen, S. C. Hammill, and B. J. Gersh, "Epidemiology and natural history of atrial fibrillation: Clinical implications," J. Am. Coll. Cardiol., vol. 37, pp. 371-378, 2001.
    • (2001) J. Am. Coll. Cardiol. , vol.37 , pp. 371-378
    • Chugh, S.S.1    Blackshear, J.L.2    Shen, W.K.3    Hammill, S.C.4    Gersh, B.J.5
  • 12
    • 0028416938 scopus 로고
    • Independent component analysis - A new concept?
    • P. Comon, "Independent component analysis - A new concept?," in Signal Process., vol. 36, 1994, pp. 287-314.
    • (1994) Signal Process , vol.36 , pp. 287-314
    • Comon, P.1
  • 13
    • 0034814620 scopus 로고    scopus 로고
    • ACC/AHA/ESC guidelines for the management of patients with atrial fibrillation
    • V. Fuster et al., "ACC/AHA/ESC guidelines for the management of patients with atrial fibrillation," J. Am. Coll. Cardiol., vol. 38, pp. 1231-1265, 2001.
    • (2001) J. Am. Coll. Cardiol. , vol.38 , pp. 1231-1265
    • Fuster, V.1
  • 16
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • May
    • A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Networks, vol. 10, no. 3, pp. 626-634, May 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 18
    • 84888904322 scopus 로고    scopus 로고
    • An objective study into single vs multiple channel brain signal analysis using realistic ictal EEG
    • Sheffield
    • C. James, D. Lowe, and O. Gibson, "An objective study into single vs multiple channel brain signal analysis using realistic ictal EEG," in Proc. NNESMED, Sheffield, 2003, pp. 139-144.
    • (2003) Proc. NNESMED , pp. 139-144
    • James, C.1    Lowe, D.2    Gibson, O.3
  • 20
    • 0026191274 scopus 로고
    • Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture
    • C. Jutten and J. Hérault, "Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture," Signal Process., vol. 24, pp. 1-10, 1991.
    • (1991) Signal Process , vol.24 , pp. 1-10
    • Jutten, C.1    Hérault, J.2
  • 22
    • 4143143380 scopus 로고    scopus 로고
    • Comparison of atrial signals derived from the 12-lead ECG using atrial signal extraction techniques
    • P. Langley, J. J. Rieta, M. Stridh, J. Millet, L. Sornmo, and A. Murray, "Comparison of atrial signals derived from the 12-lead ECG using atrial signal extraction techniques," Comput. Cardiol., pp. 129-132, 2003.
    • (2003) Comput. Cardiol. , pp. 129-132
    • Langley, P.1    Rieta, J.J.2    Stridh, M.3    Millet, J.4    Sornmo, L.5    Murray, A.6
  • 24
    • 0024080147 scopus 로고
    • Evaluation of a frequency-domain algorithm to detect ventricular fibrillation in the surface electrocardiogram
    • F. M. Nolle, R. W. Bowser, and F. K. Badura, "Evaluation of a frequency-domain algorithm to detect ventricular fibrillation in the surface electrocardiogram," Comput. Cardiol., pp. 337-340, 1989.
    • (1989) Comput. Cardiol. , pp. 337-340
    • Nolle, F.M.1    Bowser, R.W.2    Badura, F.K.3
  • 25
    • 0025344356 scopus 로고
    • Characterization of double potentials in human atrial flutter: Studies during transient entrainment
    • Mar. 15
    • B. Olshansky, K. Okumura, R. W. Henthorn, and A. L. Waldo, "Characterization of double potentials in human atrial flutter: Studies during transient entrainment," J Am. Coll. Cardiol., vol. 15, no. 4, pp. 833-841, Mar. 15, 1990.
    • (1990) J. Am. Coll. Cardiol. , vol.15 , Issue.4 , pp. 833-841
    • Olshansky, B.1    Okumura, K.2    Henthorn, R.W.3    Waldo, A.L.4
  • 26
    • 0032403625 scopus 로고    scopus 로고
    • Non-invasive assessment of magnitude and dispersion of atrial cycle length during chronic atrial fibrillation in man
    • S. Pehrson, M. Holm, C. Meurling, M. Ingemansson, B. Smideberg, L. Sornmo, and S. B. Olsson, "Non-invasive assessment of magnitude and dispersion of atrial cycle length during chronic atrial fibrillation in man," Eur. Heart J., vol. 19, pp. 1836-1844, 1998.
    • (1998) Eur. Heart J. , vol.19 , pp. 1836-1844
    • Pehrson, S.1    Holm, M.2    Meurling, C.3    Ingemansson, M.4    Smideberg, B.5    Sornmo, L.6    Olsson, S.B.7
  • 28
    • 0023905327 scopus 로고
    • Length of excitation wave and susceptibility to reentrant atrial arrhythmias in normal conscious dogs
    • P. L. Rensma, M. A. Allessie, W. J. E. P. Lammers, F. I. M. Bonke, and M. J. Schalij, "Length of excitation wave and susceptibility to reentrant atrial arrhythmias in normal conscious dogs," Circ. Res., vol. 62, pp. 395-410, 1988.
    • (1988) Circ. Res. , vol.62 , pp. 395-410
    • Rensma, P.L.1    Allessie, M.A.2    Lammers, W.J.E.P.3    Bonke, F.I.M.4    Schalij, M.J.5
  • 29
    • 2942722462 scopus 로고    scopus 로고
    • Atrial activity extraction for atrial fibrillation analysis using blind source separation
    • Jul.
    • J. J. Rieta, F. Castells, C. Sánchez, and V. Zarzoso, "Atrial activity extraction for atrial fibrillation analysis using blind source separation," IEEE Trans. Biomed. Eng., vol. 51, no. 7, pp. 1176-1186, Jul. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.7 , pp. 1176-1186
    • Rieta, J.J.1    Castells, F.2    Sánchez, C.3    Zarzoso, V.4
  • 30
    • 0034483981 scopus 로고    scopus 로고
    • Atrial activity extraction based on blind source separation as an alternative to QRST cancellation for atrial fibrillation analysis
    • Sep.
    • J. J. Rieta, V. Zarzoso, J. Millet-Roig, R. García-Civera, and R. Ruiz-Granell, "Atrial activity extraction based on blind source separation as an alternative to QRST cancellation for atrial fibrillation analysis," Comput. Cardiol., pp. 69-72, Sep. 2000.
    • (2000) Comput. Cardiol. , vol.72 , pp. 69-72
    • Rieta, J.J.1    Zarzoso, V.2    Millet-Roig, J.3    García-Civera, R.4    Ruiz-Granell, R.5
  • 31
    • 0026502242 scopus 로고
    • Diagnosis of atrial fibrillation from surface electrocardiograms based on computer-detected atrial activity
    • J. Slocum, A. Sahakian, and S. Swiryn, "Diagnosis of atrial fibrillation from surface electrocardiograms based on computer-detected atrial activity," J. Electrocardiol., vol. 25, pp. 1-8, 1992.
    • (1992) J. Electrocardiol. , vol.25 , pp. 1-8
    • Slocum, J.1    Sahakian, A.2    Swiryn, S.3
  • 32
    • 0035110101 scopus 로고    scopus 로고
    • Spatiotemporal QRST cancellation techniques for analysis of atrial fibrillation
    • Jan.
    • M. Stridh and L. Sörnmo, "Spatiotemporal QRST cancellation techniques for analysis of atrial fibrillation," IEEE Trans. Biomed. Eng., vol. 48, no. 1, pp. 105-111, Jan. 2001.
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , Issue.1 , pp. 105-111
    • Stridh, M.1    Sörnmo, L.2
  • 33
    • 0035116401 scopus 로고    scopus 로고
    • Characterization of atrial fibrillation using the surface ECG: Time-dependent spectral properties
    • Jan.
    • M. Stridh, L. Sörnmo, C. Meurling, and B. Olsson, "Characterization of atrial fibrillation using the surface ECG: time-dependent spectral properties," IEEE Trans. Biomed. Eng., vol. 48, no. 1, pp. 19-27, Jan. 2001.
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , Issue.1 , pp. 19-27
    • Stridh, M.1    Sörnmo, L.2    Meurling, C.3    Olsson, B.4
  • 35
    • 0034742454 scopus 로고    scopus 로고
    • Atrial activity enhancement by wiener filtering using an artificial neural network
    • Aug.
    • A. Vasquez, A. Hemandez, F. Mora, G. Carrault, and G. Passariello, "Atrial activity enhancement by wiener filtering using an artificial neural network," IEEE Trans. Biomed. Eng., vol. 48, no. 8, pp. 940-944, Aug. 2001.
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , Issue.8 , pp. 940-944
    • Vasquez, A.1    Hemandez, A.2    Mora, F.3    Carrault, G.4    Passariello, G.5
  • 36
    • 0018648953 scopus 로고
    • Characterization of atrial flutter. Studies in man after open heart surgery using fixed atrial electrodes
    • Sep.
    • J. L. Wells Jr., W. A. McLean, T. N. James, and A. L. Waldo, "Characterization of atrial flutter. Studies in man after open heart surgery using fixed atrial electrodes," Circulation, vol. 60, no. 3, pp. 665-673, Sep. 1979.
    • (1979) Circulation , vol.60 , Issue.3 , pp. 665-673
    • Wells Jr., J.L.1    McLean, W.A.2    James, T.N.3    Waldo, A.L.4
  • 38
    • 0035113616 scopus 로고    scopus 로고
    • Noninvasive fetal electrocardiogram extraction: Blind separation versus adaptive noise cancellation
    • Jan.
    • -, "Noninvasive fetal electrocardiogram extraction: Blind separation versus adaptive noise cancellation," IEEE Trans. Biomed. Eng., vol. 48, no. 1, pp. 12-18, Jan. 2001.
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , Issue.1 , pp. 12-18


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.