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Volumn 7, Issue 2, 2009, Pages 147-160

On the robust parametric detection of EEG artifacts in polysomnographic recordings

Author keywords

Artifact; Artifact detection; Automatic detection; EEG; Electroencephalogram; Overnight sleep; Parametric system; Polysomnographic recordings; Signal processing

Indexed keywords

ALGORITHM; ARTICLE; ARTIFACT; ARTIFICIAL INTELLIGENCE; BLINKING; COMPUTER PROGRAM; ELECTROCARDIOGRAPHY; ELECTRODE; ELECTROENCEPHALOGRAPHY; ELECTRONICS; EYE MOVEMENT; HUMAN; INFORMATION DISSEMINATION; MUSCLE; PHYSIOLOGY; POLYSOMNOGRAPHY; SIGNAL PROCESSING; SLEEP;

EID: 67651216208     PISSN: 15392791     EISSN: None     Source Type: Journal    
DOI: 10.1007/s12021-009-9045-2     Document Type: Article
Times cited : (13)

References (29)
  • 2
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • 7584893 10.1162/neco.1995.7.6.1129 1:STN:280:DyaK28%2Fkt1eqtg%3D%3D
    • A Bell T Sejnowski 1995 An information-maximization approach to blind separation and blind deconvolution Neural Computation 7 1129 1159 7584893 10.1162/neco.1995.7.6.1129 1:STN:280:DyaK28%2Fkt1eqtg%3D%3D
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 3
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • DOI 10.1016/j.jneumeth.2003.10.009
    • A Delorme S Makeig 2004 EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics Journal of Neuroscience Methods 134 9 21 15102499 10.1016/j.jneumeth.2003.10.009 (Pubitemid 38224183)
    • (2004) Journal of Neuroscience Methods , vol.134 , Issue.1 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 6
    • 6344252731 scopus 로고    scopus 로고
    • SignalML: Metaformat for description of biomedical time series
    • DOI 10.1016/j.cmpb.2004.05.007, PII S0169260704001440
    • PJ Durka D Ircha 2004 SignalML: Metaformat for description of biomedical time series Computer Methods and Programs in Biomedicine 76 253 259 15501511 10.1016/j.cmpb.2004.05.007 (Pubitemid 39389117)
    • (2004) Computer Methods and Programs in Biomedicine , vol.76 , Issue.3 , pp. 253-259
    • Durka, P.J.1    Ircha, D.2
  • 7
  • 8
    • 0037198370 scopus 로고    scopus 로고
    • Adaptive time-frequency parametrization in pharmaco EEG
    • DOI 10.1016/S0165-0270(02)00075-4, PII S0165027002000754
    • PJ Durka W Szelenberger K Blinowska W Androsiuk M Myszka 2002 Adaptive time-frequency parametrization in pharmaco EEG Journal of Neuroscience Methods 117 65 71 12084565 10.1016/S0165-0270(02)00075-4 (Pubitemid 34663899)
    • (2002) Journal of Neuroscience Methods , vol.117 , Issue.1 , pp. 65-71
    • Durka, P.J.1    Szelenberger, W.2    Blinowska, K.J.3    Androsiuk, W.4    Myszka, M.5
  • 9
    • 0345438685 scopus 로고    scopus 로고
    • ROC graphs: Notes and practical considerations for researchers
    • HPL-2003-4.
    • Fawcett, T. (2003). ROC graphs: Notes and practical considerations for researchers. HP Technical reports. HPL-2003-4.
    • (2003) HP Technical Reports
    • Fawcett, T.1
  • 10
    • 0022929602 scopus 로고
    • Classifier-directed signal processing in brain research
    • 10.1109/TBME.1986.325682
    • AS Gevins NH Morgan 1986 Classifier-directed signal processing in brain research IEEE Transactions on Biomedical Engineering 12 1054 1068 10.1109/TBME.1986.325682
    • (1986) IEEE Transactions on Biomedical Engineering , vol.12 , pp. 1054-1068
    • Gevins, A.S.1    Morgan, N.H.2
  • 11
    • 34548437097 scopus 로고    scopus 로고
    • An automatic analysis method for detecting and eliminating ECG artifacts in EEG
    • DOI 10.1016/j.compbiomed.2007.03.007, PII S0010482507000820
    • J-A Jiang C-F Chao M-J Chiu R-G Lee C-L Tseng R Lin 2007 An automatic analysis method for detecting and eliminating ECG artifacts in EEG Computers in Biology and Medicine 37 1660 1671 17517386 10.1016/j.compbiomed.2007.03.007 (Pubitemid 47362109)
    • (2007) Computers in Biology and Medicine , vol.37 , Issue.11 , pp. 1660-1671
    • Jiang, J.-A.1    Chao, C.-F.2    Chiu, M.-J.3    Lee, R.-G.4    Tseng, C.-L.5    Lin, R.6
  • 12
    • 1942472547 scopus 로고    scopus 로고
    • Automatic removal of eye movement and blink artifacts from EEG data using blind component separation
    • DOI 10.1111/j.1469-8986.2003.00141.x
    • C Joyce I Gorodnitsky M Kutas 2004 Automatic removal of eye movement and blink artifacts from EEG data using blind component separation Psychophysiology 41 313 325 15032997 10.1111/j.1469-8986.2003.00141.x (Pubitemid 38524104)
    • (2004) Psychophysiology , vol.41 , Issue.2 , pp. 313-325
    • Joyce, C.A.1    Gorodnitsky, I.F.2    Kutas, M.3
  • 14
    • 0034108247 scopus 로고    scopus 로고
    • Removing electroencephalographic artifacts by blind source separation
    • DOI 10.1017/S0048577200980259
    • T-P Jung S Makeig C Humphries T Lee M Mckeown V Iragui, et al. 2000 Removing electroencephalographic artifacts by blind source separation Psychophysiology 37 163 178 10731767 10.1017/S0048577200980259 1:STN:280:DC%2BD3c7ps1eitA%3D%3D (Pubitemid 30140282)
    • (2000) Psychophysiology , vol.37 , Issue.2 , pp. 163-178
    • Jung, T.-P.1    Makeig, S.2    Humphries, C.3    Lee, T.-W.4    Mckeown, M.J.5    Iragui, V.6    Sejnowski, T.J.7
  • 15
    • 33644886576 scopus 로고    scopus 로고
    • A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and bayesian classification
    • 16458594 10.1016/j.clinph.2005.12.013 1:STN:280:DC%2BD287ls1egsQ%3D%3D
    • P LeVan E Urrestarazu J Gotman 2006 A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and bayesian classification Clinical Neurophysiology 117 912 927 16458594 10.1016/j.clinph.2005.12.013 1:STN:280:DC%2BD287ls1egsQ%3D%3D
    • (2006) Clinical Neurophysiology , vol.117 , pp. 912-927
    • Levan, P.1    Urrestarazu, E.2    Gotman, J.3
  • 16
    • 85078284647 scopus 로고    scopus 로고
    • Independent component analysis of electroencephalographic data
    • D. Touretzky M. Mozer M. Hasselmo (eds). 8 MIT Cambridge
    • Makeig, S., Bell, A., Jung, T.-P., & Sejnowski, T. (1996). Independent component analysis of electroencephalographic data. In D. Touretzky, M. Mozer, & M. Hasselmo (Eds.), Advances in neural information processing systems (Vol. 8, pp. 145-151). Cambridge: MIT.
    • (1996) Advances in Neural Information Processing Systems (Vol. 8) , pp. 145-151
    • Makeig, S.1    Bell, A.2    Jung, T.-P.3    Sejnowski, T.4
  • 17
    • 51049109180 scopus 로고    scopus 로고
    • Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy
    • 18430547 10.1016/j.neunet.2007.09.020
    • N Mammone FC Morabito 2008 Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy Neural Networks 21 1029 1040 18430547 10.1016/j.neunet.2007.09.020
    • (2008) Neural Networks , vol.21 , pp. 1029-1040
    • Mammone, N.1    Morabito, F.C.2
  • 18
    • 0037344211 scopus 로고    scopus 로고
    • Computerized processing of EEG-EOG-EMG artifacts for multi-centric studies in EEG oscillations and event-related potentials
    • DOI 10.1016/S0167-8760(02)00153-8, PII S0167876002001538
    • D Moretti F Babilonia F Carduccia F Cincottia E Remondinia P Rossinib, et al. 2003 Computerized processing of EEGEOGEMG artifacts for multicentric studies in EEG oscillations and event-related potentials International Journal of Psychophysiology 47 199 216 12663065 10.1016/S0167-8760(02)00153-8 1:STN:280:DC%2BD3s7kslertA%3D%3D (Pubitemid 36344134)
    • (2003) International Journal of Psychophysiology , vol.47 , Issue.3 , pp. 199-216
    • Moretti, D.V.1    Babiloni, F.2    Carducci, F.3    Cincotti, F.4    Remondini, E.5    Rossini, P.M.6    Salinari, S.7    Babiloni, C.8
  • 19
    • 0029979250 scopus 로고    scopus 로고
    • Clinical application of automatic integrative interpretation of awake background EEG: Quantitative interpretation, report making, and detection of artifacts and reduced vigilance level
    • DOI 10.1016/0013-4694(95)00216-2
    • M Nakamura T Sugi A Ikeda R Kakigi H Shibasaki 1996 Clinical application of automatic integrative interpretation of awake background EEG: Quantitative interpretation, report making, and detection of artifacts and reduced vigilance level Electroencephalography and Clinical Neurophysiology 98 103 112 8598170 10.1016/0013-4694(95)00216-2 1:STN:280:DyaK287ntlCgtg%3D%3D (Pubitemid 26076007)
    • (1996) Electroencephalography and Clinical Neurophysiology , vol.98 , Issue.2 , pp. 103-112
    • Nakamura, M.1    Sugi, T.2    Ikeda, A.3    Kakigi, R.4    Shibasaki, H.5
  • 23
    • 0027514082 scopus 로고
    • Neural network model: Application to automatic analysis of human sleep
    • DOI 10.1006/cbmr.1993.1010
    • N Schaltenbrand RJ-PM Lengelle 1993 Neural network model: Application to automatic analysis of human sleep Computers in Biomedical Research 26 157 171 10.1006/cbmr.1993.1010 1:STN:280:DyaK3s3jvVGjsA%3D%3D (Pubitemid 23119413)
    • (1993) Computers and Biomedical Research , vol.26 , Issue.2 , pp. 157-171
    • Schaltenbrand, N.1    Lengelle, R.2    Macher, J.-P.3
  • 24
    • 0004729797 scopus 로고    scopus 로고
    • Artefact processing of the sleep EEG in the "sIESTA"-project
    • Vienna
    • Schlögl, A., Anderer, P., Barbanoj, M.-J., Klösch, G., Gruber, G., Lorenzo, J. L., et al. (1999). Artefact processing of the sleep EEG in the "SIESTA"-project. In Proceedings EMBEC'99 (pp. 1644-1645). Vienna.
    • (1999) In Proceedings EMBEC'99 , pp. 1644-1645
    • Schlögl, A.1
  • 25
    • 0023890867 scopus 로고
    • Measuring the accuracy of diagnostic systems
    • 3287615 10.1126/science.3287615 1:STN:280:DyaL1c3jsF2jtQ%3D%3D
    • JA Swets 1988 Measuring the accuracy of diagnostic systems Science 240 1285 1293 3287615 10.1126/science.3287615 1:STN:280:DyaL1c3jsF2jtQ%3D%3D
    • (1988) Science , vol.240 , pp. 1285-1293
    • Swets, J.A.1
  • 26
    • 0033847738 scopus 로고    scopus 로고
    • Severity of insomnia correlates with cognitive impairment
    • 11016080 1:STN:280:DC%2BD3cvmsVaitg%3D%3D
    • W Szelenberger S Niemcewicz 2000 Severity of insomnia correlates with cognitive impairment Acta Neurobiologiae Experimentalis 60 3 373 11016080 1:STN:280:DC%2BD3cvmsVaitg%3D%3D
    • (2000) Acta Neurobiologiae Experimentalis , vol.60 , Issue.3 , pp. 373
    • Szelenberger, W.1    Niemcewicz, S.2
  • 27
    • 0035686273 scopus 로고    scopus 로고
    • Event-related current density in primary insomnia
    • 11905151 1:STN:280:DC%2BD387ntl2qtA%3D%3D
    • W Szelenberger S Niemcewicz 2001 Event-related current density in primary insomnia Acta Neurobiologiae Experimentalis 61 4 299 308 11905151 1:STN:280:DC%2BD387ntl2qtA%3D%3D
    • (2001) Acta Neurobiologiae Experimentalis , vol.61 , Issue.4 , pp. 299-308
    • Szelenberger, W.1    Niemcewicz, S.2
  • 28
    • 0032888406 scopus 로고    scopus 로고
    • Context related artefact detection in prolonged EEG recordings
    • DOI 10.1016/S0169-2607(99)00013-9, PII S0169260799000139
    • M van de Velde I R.Ghosh P Cluitmans 1999 Context related artefact detection in prolonged EEG recordings Computer Methods and Programs in Biomedicine 60 183 196 10579512 10.1016/S0169-2607(99)00013-9 (Pubitemid 29469835)
    • (1999) Computer Methods and Programs in Biomedicine , vol.60 , Issue.3 , pp. 183-196
    • Van De Velde, M.1    Ghosh, I.R.2    Cluitmans, P.J.M.3
  • 29
    • 0031830241 scopus 로고    scopus 로고
    • Detection of muscle artefact in the normal human awake EEG
    • DOI 10.1016/S0013-4694(98)00052-2, PII S0013469498000522
    • M van de Velde G van Erp PJM Cluitmans 1998 Detection of muscle artefact in the normal human awake EEG Electroencephalography and Clinical Neurophysiology 107 149 158 9751286 10.1016/S0013-4694(98)00052-2 (Pubitemid 28396646)
    • (1998) Electroencephalography and Clinical Neurophysiology , vol.107 , Issue.2 , pp. 149-158
    • Van De Velde, M.1    Van Erp, G.2    Cluitmans, P.J.M.3


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