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Volumn 40, Issue 9, 2012, Pages 1917-1928

A novel method for automatic identification of motion artifact beats in ECG recordings

Author keywords

Beat clustering; ECG; Fuzzy logic; Higher order statistics; Motion artifacts

Indexed keywords

AUTOMATIC IDENTIFICATION; BEAT CLUSTERING; DATA SETS; ECG RECORDING; MOTION ACTIVITY; MOTION ARTIFACT; MULTIPARAMETERS; PRIORI INFORMATION; SIGNALTONOISE RATIO (SNR); SIMULATED DATASETS; TOTAL COSTS;

EID: 84865117719     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-012-0551-2     Document Type: Article
Times cited : (17)

References (27)
  • 1
    • 0028788276 scopus 로고
    • Application of artificial neural networks to clinical medicine
    • 7475607 10.1016/S0140-6736(95)91804-3 1:STN:280:DyaK28%2Fjs1Cgsg%3D%3D
    • WG Baxt 1995 Application of artificial neural networks to clinical medicine Lancet 346 8983 1135 1138 7475607 10.1016/S0140-6736(95)91804-3 1:STN:280:DyaK28%2Fjs1Cgsg%3D%3D
    • (1995) Lancet , vol.346 , Issue.8983 , pp. 1135-1138
    • Baxt, W.G.1
  • 2
    • 79958297576 scopus 로고    scopus 로고
    • A method base on least square algorithm for discriminating artifacts in dynamic electrocardiogram signals
    • Y Bian H Yang W He J Wang 2007 A method base on least square algorithm for discriminating artifacts in dynamic electrocardiogram signals J. Biomed. Eng. 24 5 1031
    • (2007) J. Biomed. Eng. , vol.24 , Issue.5 , pp. 1031
    • Bian, Y.1    Yang, H.2    He, W.3    Wang, J.4
  • 3
    • 0017838823 scopus 로고
    • Reducing skin potential motion artefact by skin abrasion
    • DP Burbank JG Webster 1978 Reducing skin potential motion artefact by skin abrasion Med. Biol. Eng. Comput. 16 1 31 38 305999 10.1007/BF02442929 1:STN:280:DyaE1c7lsFWisg%3D%3D (Pubitemid 8287122)
    • (1978) Medical and Biological Engineering and Computing , vol.16 , Issue.1 , pp. 31-38
    • Burbank, D.P.1    Webster, J.G.2
  • 4
    • 79957464748 scopus 로고    scopus 로고
    • QRS complex detection based on multi wavelet packet decomposition
    • 10.1016/j.amc.2011.03.001
    • S Chouakri F Bereksi-Reguig A Taleb-Ahmed 2011 QRS complex detection based on multi wavelet packet decomposition Applied Mathematics and Computation 217 23 9508 9525 10.1016/j.amc.2011.03.001
    • (2011) Applied Mathematics and Computation , vol.217 , Issue.23 , pp. 9508-9525
    • Chouakri, S.1    Bereksi-Reguig, F.2    Taleb-Ahmed, A.3
  • 6
    • 14844283547 scopus 로고    scopus 로고
    • PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals
    • 10851218 10.1161/01.CIR.101.23.e215 1:STN:280:DC%2BD3czhtFGisw%3D%3D
    • AL Goldberger LAN Amaral L Glass JM Hausdorff PC Ivanov RG Mark JE Mietus GB Moody CK Peng HE Stanley 2000 PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals Circulation 101 23 e215 10851218 10.1161/01.CIR.101.23.e215 1:STN:280: DC%2BD3czhtFGisw%3D%3D
    • (2000) Circulation , vol.101 , Issue.23 , pp. 215
    • Goldberger, A.L.1    Amaral, L.A.N.2    Glass, L.3    Hausdorff, J.M.4    Ivanov, P.C.5    Mark, R.G.6    Mietus, J.E.7    Moody, G.B.8    Peng, C.K.9    Stanley, H.E.10
  • 8
    • 77955326928 scopus 로고    scopus 로고
    • QRS complex detection using Empirical Mode Decomposition
    • 10.1016/j.dsp.2009.10.017
    • ZE Hadj Slimane A Nait-Ali 2010 QRS complex detection using Empirical Mode Decomposition Digit. Signal Process. 20 4 1221 1228 10.1016/j.dsp.2009.10. 017
    • (2010) Digit. Signal Process. , vol.20 , Issue.4 , pp. 1221-1228
    • Hadj Slimane, Z.E.1    Nait-Ali, A.2
  • 10
    • 0022929617 scopus 로고
    • Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database
    • 10.1109/TBME.1986.325695
    • PS Hamilton WJ Tompkins 1986 Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database IEEE Trans. Biomed. Eng. 12 1157 1165 10.1109/TBME.1986.325695
    • (1986) IEEE Trans. Biomed. Eng. , vol.12 , pp. 1157-1165
    • Hamilton, P.S.1    Tompkins, W.J.2
  • 11
    • 31944436424 scopus 로고    scopus 로고
    • Application of independent component analysis in removing artefacts from the electrocardiogram
    • DOI 10.1007/s00521-005-0013-y
    • T He G Clifford L Tarassenko 2006 Application of independent component analysis in removing artefacts from the electrocardiogram Neural Comput. Appl. 15 2 105 116 10.1007/s00521-005-0013-y (Pubitemid 43190386)
    • (2006) Neural Computing and Applications , vol.15 , Issue.2 , pp. 105-116
    • He, T.1    Clifford, G.2    Tarassenko, L.3
  • 12
    • 35349017020 scopus 로고    scopus 로고
    • K-hybrid: A kurtosis-based hybrid thresholding method for mechanical signal denoising
    • DOI 10.1115/1.2748467
    • H Hong M Liang 2007 K-hybrid: a kurtosis-based hybrid thresholding method for mechanical signal denoising J. Vib. Acoust. 129 458 10.1115/1.2748467 (Pubitemid 47603913)
    • (2007) Journal of Vibration and Acoustics, Transactions of the ASME , vol.129 , Issue.4 , pp. 458-470
    • Hong, H.1    Liang, M.2
  • 14
    • 0033918208 scopus 로고    scopus 로고
    • Clustering ECG complexes using hermite functions and self-organizing maps
    • DOI 10.1109/10.846677, PII S0018929400051223
    • M Lagerholm C Peterson G Braccini L Edenbrandt L Sornmo 2000 Clustering ECG complexes using Hermite functions and self-organizing maps IEEE Trans. Biomed. Eng. 47 7 838 848 10916254 10.1109/10.846677 1:STN:280: DC%2BD3cvitVGktg%3D%3D (Pubitemid 30421818)
    • (2000) IEEE Transactions on Biomedical Engineering , vol.47 , Issue.7 , pp. 838-848
    • Lagerholm, M.1    Peterson, G.2
  • 15
    • 84863055945 scopus 로고    scopus 로고
    • Artifacts discriminating of dynamic electrocardiogram signals based on wavelet transform [J]
    • YT Li YS Qi ZY Xiao 2009 Artifacts discriminating of dynamic electrocardiogram signals based on wavelet transform [J] Comput. Eng. 35 18 269 271
    • (2009) Comput. Eng. , vol.35 , Issue.18 , pp. 269-271
    • Li, Y.T.1    Qi, Y.S.2    Xiao, Z.Y.3
  • 16
    • 0026119462 scopus 로고
    • Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications
    • 10.1109/5.75086
    • JM Mendel 1991 Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications Proc. IEEE 79 3 278 305 10.1109/5.75086
    • (1991) Proc. IEEE , vol.79 , Issue.3 , pp. 278-305
    • Mendel, J.M.1
  • 17
    • 39649113340 scopus 로고    scopus 로고
    • Independent component analysis applied to the removal of motion artifacts from electrocardiographic signals
    • 18064502 10.1007/s11517-007-0293-8 1:STN:280:DC%2BD1c7itVWltA%3D%3D
    • M Milanesi N Martini N Vanello V Positano MF Santarelli L Landini 2008 Independent component analysis applied to the removal of motion artifacts from electrocardiographic signals Med. Biol. Eng. Comput. 46 3 251 261 18064502 10.1007/s11517-007-0293-8 1:STN:280:DC%2BD1c7itVWltA%3D%3D
    • (2008) Med. Biol. Eng. Comput. , vol.46 , Issue.3 , pp. 251-261
    • Milanesi, M.1    Martini, N.2    Vanello, N.3    Positano, V.4    Santarelli, M.F.5    Landini, L.6
  • 18
    • 0034953193 scopus 로고    scopus 로고
    • The impact of the MIT-BIH arrhythmia database
    • DOI 10.1109/51.932724
    • GB Moody RG Mark 2001 The impact of the MIT-BIH arrhythmia database IEEE Eng. Med. Biol. Mag. 20 3 45 50 11446209 10.1109/51.932724 1:STN:280: DC%2BD38%2FhvFaitw%3D%3D (Pubitemid 32606302)
    • (2001) IEEE Engineering in Medicine and Biology Magazine , vol.20 , Issue.3 , pp. 45-50
    • Moody, G.B.1    Mark, R.G.2
  • 19
    • 0021642397 scopus 로고
    • A noise stress test for arrhythmia detectors
    • GB Moody W Muldrow RG Mark 1984 A noise stress test for arrhythmia detectors Comput. Cardiol. 11 3 381 384
    • (1984) Comput. Cardiol. , vol.11 , Issue.3 , pp. 381-384
    • Moody, G.B.1    Muldrow, W.2    Mark, R.G.3
  • 21
    • 0036911208 scopus 로고    scopus 로고
    • Adaptive noise cancelling of motion artifact in stress ECG signals using accelerometer
    • Raya, M. A. D., and L. G. Sison. Adaptive noise cancelling of motion artifact in stress ECG signals using accelerometer. In: IEEE Proceedings of the Second Joint EMBC/BMES Conference, Vol. 1752, 2002, pp. 1756-1757.
    • (2002) IEEE Proceedings of the Second Joint EMBC/BMES Conference , vol.1752 , pp. 1756-1757
    • Raya, M.A.D.1    Sison, L.G.2
  • 22
    • 79951602695 scopus 로고    scopus 로고
    • ECG signal denoising using higher order statistics in Wavelet subbands
    • 10.1016/j.bspc.2010.03.003
    • L Sharma S Dandapat A Mahanta 2010 ECG signal denoising using higher order statistics in Wavelet subbands Biomed. Signal Process. Control 5 3 214 222 10.1016/j.bspc.2010.03.003
    • (2010) Biomed. Signal Process. Control , vol.5 , Issue.3 , pp. 214-222
    • Sharma, L.1    Dandapat, S.2    Mahanta, A.3
  • 24
    • 0021645224 scopus 로고
    • Reducing motion artifacts and interference in biopotential recording
    • 6396207 10.1109/TBME.1984.325244 1:STN:280:DyaL2M7ivFantw%3D%3D
    • JG Webster 1984 Reducing motion artifacts and interference in biopotential recording IEEE Trans. Biomed. Eng. 31 12 823 826 6396207 10.1109/TBME.1984.325244 1:STN:280:DyaL2M7ivFantw%3D%3D
    • (1984) IEEE Trans. Biomed. Eng. , vol.31 , Issue.12 , pp. 823-826
    • Webster, J.G.1
  • 25
    • 46249107626 scopus 로고    scopus 로고
    • QRS complexes detection for ECG signal: The difference operation method
    • 18547674 10.1016/j.cmpb.2008.04.006
    • YC Yeh WJ Wang 2008 QRS complexes detection for ECG signal: the difference operation method Comput. Methods Programs Biomed. 91 3 245 254 18547674 10.1016/j.cmpb.2008.04.006
    • (2008) Comput. Methods Programs Biomed. , vol.91 , Issue.3 , pp. 245-254
    • Yeh, Y.C.1    Wang, W.J.2
  • 26
    • 40549111353 scopus 로고    scopus 로고
    • Adaptive motion artifacts reduction using 3-axis accelerometer in e-textile ECG measurement system
    • 18461813 10.1007/s10916-007-9112-x
    • SW Yoon SD Min YH Yun S Lee M Lee 2008 Adaptive motion artifacts reduction using 3-axis accelerometer in e-textile ECG measurement system J. Med. Syst. 32 2 101 106 18461813 10.1007/s10916-007-9112-x
    • (2008) J. Med. Syst. , vol.32 , Issue.2 , pp. 101-106
    • Yoon, S.W.1    Min, S.D.2    Yun, Y.H.3    Lee, S.4    Lee, M.5
  • 27
    • 34249737388 scopus 로고    scopus 로고
    • Adaptive motion artifacts reduction algorithm for ECG signal in textile wearable sensor
    • 10.1587/elex.4.312
    • SW Yoon HS Shin SD Min MH Lee 2007 Adaptive motion artifacts reduction algorithm for ECG signal in textile wearable sensor IEICE Electron. Express 4 10 312 318 10.1587/elex.4.312
    • (2007) IEICE Electron. Express , vol.4 , Issue.10 , pp. 312-318
    • Yoon, S.W.1    Shin, H.S.2    Min, S.D.3    Lee, M.H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.