메뉴 건너뛰기




Volumn 82, Issue 1, 2011, Pages 79-84

Use of independent component analysis for reducing CPR artefacts in human emergency ECGs

Author keywords

Artefact removal; CPR artefacts; Independent component analysis

Indexed keywords

ALGORITHM; ANIMAL EXPERIMENT; ANIMAL MODEL; ARTICLE; ARTIFACT REDUCTION; CONTROLLED STUDY; CORRELATION COEFFICIENT; DATA ANALYSIS; ELECTROCARDIOGRAM; EMERGENCY; INDEPENDENT COMPONENT ANALYSIS; NONHUMAN; PERFORMANCE; PRIORITY JOURNAL; RESUSCITATION; SHOCK;

EID: 78650793763     PISSN: 03009572     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.resuscitation.2010.08.034     Document Type: Article
Times cited : (15)

References (29)
  • 1
    • 0034329629 scopus 로고    scopus 로고
    • CPR artifact removal from human ECG using optimal multichannel filtering
    • Aase S.O., Eftestol T., Husoy J.H., et al. CPR artifact removal from human ECG using optimal multichannel filtering. IEEE Trans Biomed Eng 2000, 47:1440-1449.
    • (2000) IEEE Trans Biomed Eng , vol.47 , pp. 1440-1449
    • Aase, S.O.1    Eftestol, T.2    Husoy, J.H.3
  • 2
    • 2342456424 scopus 로고    scopus 로고
    • Feasibility of shock advice analysis during CPR through removal of CPR artefacts from the human ECG
    • Eilevstjonn J., Eftestol T., Aase S.O., et al. Feasibility of shock advice analysis during CPR through removal of CPR artefacts from the human ECG. Resuscitation 2004, 61:131-141.
    • (2004) Resuscitation , vol.61 , pp. 131-141
    • Eilevstjonn, J.1    Eftestol, T.2    Aase, S.O.3
  • 3
    • 67249099926 scopus 로고    scopus 로고
    • A least mean-square filter for the estimation of the cardiopulmonary resuscitation artifact based on the frequency of the compressions
    • Irusta U., Ruiz J., de Gauna S.R., et al. A least mean-square filter for the estimation of the cardiopulmonary resuscitation artifact based on the frequency of the compressions. IEEE Trans Biomed Eng 2009, 56:1052-1062.
    • (2009) IEEE Trans Biomed Eng , vol.56 , pp. 1052-1062
    • Irusta, U.1    Ruiz, J.2    de Gauna, S.R.3
  • 4
    • 34548239764 scopus 로고    scopus 로고
    • Rhythm discrimination during uninterrupted CPR using motion artifact reduction system
    • Berger R.D., Palazzolo J., Halperin H. Rhythm discrimination during uninterrupted CPR using motion artifact reduction system. Resuscitation 2007, 75:145-152.
    • (2007) Resuscitation , vol.75 , pp. 145-152
    • Berger, R.D.1    Palazzolo, J.2    Halperin, H.3
  • 5
    • 33845389282 scopus 로고    scopus 로고
    • Detection of ventricular fibrillation in the presence of cardiopulmonary resuscitation artefacts
    • Aramendi E., de Gauna S.R., Irusta U., et al. Detection of ventricular fibrillation in the presence of cardiopulmonary resuscitation artefacts. Resuscitation 2007, 72:115-123.
    • (2007) Resuscitation , vol.72 , pp. 115-123
    • Aramendi, E.1    de Gauna, S.R.2    Irusta, U.3
  • 6
    • 38049079385 scopus 로고    scopus 로고
    • A method to remove CPR artefacts from human ECG using only the recorded ECG
    • Ruiz de G.S., Ruiz J., Irusta U., et al. A method to remove CPR artefacts from human ECG using only the recorded ECG. Resuscitation 2008, 76:271-278.
    • (2008) Resuscitation , vol.76 , pp. 271-278
    • Ruiz de, G.S.1    Ruiz, J.2    Irusta, U.3
  • 7
    • 76749126596 scopus 로고    scopus 로고
    • Reduction of CPR artefacts in the ventricular fibrillation ECG by coherent line removal
    • Amann A., Klotz A., Niederklapfer T., et al. Reduction of CPR artefacts in the ventricular fibrillation ECG by coherent line removal. Biomed Eng Online 2010, 9:2.
    • (2010) Biomed Eng Online , vol.9 , pp. 2
    • Amann, A.1    Klotz, A.2    Niederklapfer, T.3
  • 8
    • 0035082139 scopus 로고    scopus 로고
    • Reducing CPR artefacts in ventricular fibrillation in vitro
    • Langhelle A., Eftestol T., Myklebust H., et al. Reducing CPR artefacts in ventricular fibrillation in vitro. Resuscitation 2001, 48:279-291.
    • (2001) Resuscitation , vol.48 , pp. 279-291
    • Langhelle, A.1    Eftestol, T.2    Myklebust, H.3
  • 9
    • 18144438347 scopus 로고    scopus 로고
    • Removal of cardiopulmonary resuscitation artifacts from human ECG using an efficient matching pursuit-like algorithm
    • Husoy J.H., Eilevstjonn J., Eftestol T., et al. Removal of cardiopulmonary resuscitation artifacts from human ECG using an efficient matching pursuit-like algorithm. IEEE Trans Biomed Eng 2002, 49:1287-1298.
    • (2002) IEEE Trans Biomed Eng , vol.49 , pp. 1287-1298
    • Husoy, J.H.1    Eilevstjonn, J.2    Eftestol, T.3
  • 10
    • 70350018350 scopus 로고    scopus 로고
    • Strong corruption of electrocardiograms caused by cardiopulmonary resuscitation reduces efficiency of two-channel methods for removing motion artefacts in non-shockable rhythms
    • Werther T., Klotz A., Granegger M., et al. Strong corruption of electrocardiograms caused by cardiopulmonary resuscitation reduces efficiency of two-channel methods for removing motion artefacts in non-shockable rhythms. Resuscitation 2009, 80:1301-1307.
    • (2009) Resuscitation , vol.80 , pp. 1301-1307
    • Werther, T.1    Klotz, A.2    Granegger, M.3
  • 11
    • 63849329790 scopus 로고    scopus 로고
    • CPR artifact removal in ventricular fibrillation ECG signals using Gabor multipliers
    • Werther T., Klotz A., Kracher G., et al. CPR artifact removal in ventricular fibrillation ECG signals using Gabor multipliers. IEEE Trans Biomed Eng 2009, 56:320-327.
    • (2009) IEEE Trans Biomed Eng , vol.56 , pp. 320-327
    • Werther, T.1    Klotz, A.2    Kracher, G.3
  • 12
    • 70350015359 scopus 로고    scopus 로고
    • Techniques for artefact filtering from chest compression corrupted ECG signals: good, but not enough
    • Li Y., Tang W. Techniques for artefact filtering from chest compression corrupted ECG signals: good, but not enough. Resuscitation 2009, 80:1219-1220.
    • (2009) Resuscitation , vol.80 , pp. 1219-1220
    • Li, Y.1    Tang, W.2
  • 13
    • 18744404816 scopus 로고    scopus 로고
    • Independent component analysis for biomedical signals
    • James C.J., Hesse C.W. Independent component analysis for biomedical signals. Physiol Meas 2005, 26:R15-R39.
    • (2005) Physiol Meas , vol.26
    • James, C.J.1    Hesse, C.W.2
  • 14
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: algorithms and applications
    • Hyvarinen A., Oja E. Independent component analysis: algorithms and applications. Neural Netw 2000, 13:411-430.
    • (2000) Neural Netw , vol.13 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 15
    • 34247251255 scopus 로고    scopus 로고
    • The role of independent component analysis in the signal processing of ECG recordings
    • Castells F., Cebrian A., Millet J. The role of independent component analysis in the signal processing of ECG recordings. Biomed Tech (Berl) 2007, 52:18-24.
    • (2007) Biomed Tech (Berl) , vol.52 , pp. 18-24
    • Castells, F.1    Cebrian, A.2    Millet, J.3
  • 16
    • 34047118207 scopus 로고    scopus 로고
    • Multichannel techniques for motion artifacts removal from electrocardiographic signals
    • Milanesi M., Martini N., Vanello N., et al. Multichannel techniques for motion artifacts removal from electrocardiographic signals. Conf Proc IEEE Eng Med Biol Soc 2006, 1:3391-3394.
    • (2006) Conf Proc IEEE Eng Med Biol Soc , vol.1 , pp. 3391-3394
    • Milanesi, M.1    Martini, N.2    Vanello, N.3
  • 17
    • 39649113340 scopus 로고    scopus 로고
    • Independent component analysis applied to the removal of motion artifacts from electrocardiographic signals
    • Milanesi M., Martini N., Vanello N., et al. Independent component analysis applied to the removal of motion artifacts from electrocardiographic signals. Med Biol Eng Comput 2008, 46:251-261.
    • (2008) Med Biol Eng Comput , vol.46 , pp. 251-261
    • Milanesi, M.1    Martini, N.2    Vanello, N.3
  • 18
    • 31944436424 scopus 로고    scopus 로고
    • Application of ICA in removing artefacts from the ECG
    • He T., Clifford G., Tarassenko L. Application of ICA in removing artefacts from the ECG. Neural Comput Appl 2005, 15:105-116.
    • (2005) Neural Comput Appl , vol.15 , pp. 105-116
    • He, T.1    Clifford, G.2    Tarassenko, L.3
  • 19
    • 50349102288 scopus 로고    scopus 로고
    • Artifacts and noise removal in electrocardiograms using independent component analysis
    • Chawla M.P., Verma H.K., Kumar V. Artifacts and noise removal in electrocardiograms using independent component analysis. Int J Cardiol 2008, 129:278-281.
    • (2008) Int J Cardiol , vol.129 , pp. 278-281
    • Chawla, M.P.1    Verma, H.K.2    Kumar, V.3
  • 20
    • 77952892170 scopus 로고    scopus 로고
    • Human ECGs corrupted with real CPR artefacts in an animal model: generating a database to evaluate and refine algorithms for eliminating CPR artefacts
    • Granegger M., Werther T., Roehrich M., Losert U., Gilly H. Human ECGs corrupted with real CPR artefacts in an animal model: generating a database to evaluate and refine algorithms for eliminating CPR artefacts. Resuscitation 2010, 81:730-736.
    • (2010) Resuscitation , vol.81 , pp. 730-736
    • Granegger, M.1    Werther, T.2    Roehrich, M.3    Losert, U.4    Gilly, H.5
  • 21
    • 78650774906 scopus 로고    scopus 로고
    • Available at: [accessed 14.03.10]
    • Cardoso J.F. ICAcentral 2010, Available at: http://www.tsi.enst.fr/icacentral [accessed 14.03.10].
    • (2010) ICAcentral
    • Cardoso, J.F.1
  • 22
    • 33750096193 scopus 로고    scopus 로고
    • Efficient variant of algorithm FastICA for independent component analysis attaining the Cramer-Rao lower bound
    • Koldovsky Z., Tichavsky P., Oja E. Efficient variant of algorithm FastICA for independent component analysis attaining the Cramer-Rao lower bound. IEEE Trans Neural Netw 2006, 17:1265-1277.
    • (2006) IEEE Trans Neural Netw , vol.17 , pp. 1265-1277
    • Koldovsky, Z.1    Tichavsky, P.2    Oja, E.3
  • 23
    • 47649108721 scopus 로고    scopus 로고
    • Multichannel electrocardiogram decomposition using periodic component analysis
    • Sameni R., Jutten C., Shamsollahi M.B. Multichannel electrocardiogram decomposition using periodic component analysis. IEEE Trans Biomed Eng 2008, 55:1935-1940.
    • (2008) IEEE Trans Biomed Eng , vol.55 , pp. 1935-1940
    • Sameni, R.1    Jutten, C.2    Shamsollahi, M.B.3
  • 24
    • 0032612381 scopus 로고    scopus 로고
    • High-order contrasts for independent component analysis
    • Cardoso J.F. High-order contrasts for independent component analysis. Neural Comput 1999, 11:157-192.
    • (1999) Neural Comput , vol.11 , pp. 157-192
    • Cardoso, J.F.1
  • 25
    • 0036218406 scopus 로고    scopus 로고
    • Determination of the noise source in the electrocardiogram during cardiopulmonary resuscitation
    • FitzGibbon E., Berger R., Tsitlik J., et al. Determination of the noise source in the electrocardiogram during cardiopulmonary resuscitation. Crit Care Med 2002, 30:S148-S153.
    • (2002) Crit Care Med , vol.30
    • FitzGibbon, E.1    Berger, R.2    Tsitlik, J.3
  • 27
    • 62649102229 scopus 로고    scopus 로고
    • Independent component analysis: comparison of algorithms for the investigation of surface electrical brain activity
    • Klemm M., Haueisen J., Ivanova G. Independent component analysis: comparison of algorithms for the investigation of surface electrical brain activity. Med Biol Eng Comput 2009, 47:413-423.
    • (2009) Med Biol Eng Comput , vol.47 , pp. 413-423
    • Klemm, M.1    Haueisen, J.2    Ivanova, G.3
  • 29
    • 16944364417 scopus 로고    scopus 로고
    • Automatic external defibrillators for public access defibrillation: recommendations for specifying and reporting arrhythmia analysis algorithm performance, incorporating new waveforms, and enhancing safety. A statement for health professionals from the American Heart Association Task Force on Automatic External Defibrillation, Subcommittee on AED Safety and Efficacy
    • Kerber R.E., Becker L.B., Bourland J.D., et al. Automatic external defibrillators for public access defibrillation: recommendations for specifying and reporting arrhythmia analysis algorithm performance, incorporating new waveforms, and enhancing safety. A statement for health professionals from the American Heart Association Task Force on Automatic External Defibrillation, Subcommittee on AED Safety and Efficacy. Circulation 1997, 95:1677-1682.
    • (1997) Circulation , vol.95 , pp. 1677-1682
    • Kerber, R.E.1    Becker, L.B.2    Bourland, J.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.