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Volumn 59, Issue 3, 2012, Pages 2073-2087

Statistical feature extraction for artifact removal from concurrent fMRI-EEG recordings

Author keywords

Ballistocardiogram; Gradient artifact; Independent component analysis; Mutual information; Singular value decomposition

Indexed keywords

ADULT; ALGORITHM; ARTICLE; ARTIFACT REDUCTION; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; EVOKED VISUAL RESPONSE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; INDEPENDENT COMPONENT ANALYSIS; MALE; MECHANOCARDIOGRAPHY; NEUROIMAGING; NORMAL HUMAN; PRIORITY JOURNAL; SINGULAR VALUE DECOMPOSITION; STATISTICAL ANALYSIS; TASK PERFORMANCE; VISUAL STIMULATION;

EID: 84855435144     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.10.042     Document Type: Article
Times cited : (82)

References (46)
  • 1
    • 0032189998 scopus 로고    scopus 로고
    • Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction
    • Allen P.J., Polizzi G., Krakow K., Fish D.R., Lemieux L. Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. NeuroImage 1998, 8:229-239.
    • (1998) NeuroImage , vol.8 , pp. 229-239
    • Allen, P.J.1    Polizzi, G.2    Krakow, K.3    Fish, D.R.4    Lemieux, L.5
  • 2
    • 0033870442 scopus 로고    scopus 로고
    • A method for removing imaging artifact from continuous EEG recorded during functional MRI
    • Allen P.J., Josephs O., Turner R. A method for removing imaging artifact from continuous EEG recorded during functional MRI. NeuroImage 2000, 12:230-239.
    • (2000) NeuroImage , vol.12 , pp. 230-239
    • Allen, P.J.1    Josephs, O.2    Turner, R.3
  • 4
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell A.J., Sejnowski T.J. An information-maximization approach to blind separation and blind deconvolution. Neural Comput. 1995, 7:1129-1159.
    • (1995) Neural Comput. , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 7
    • 13144284940 scopus 로고    scopus 로고
    • Real time electrocardiogram QRS detection using combined adaptive threshold
    • Christov I.I. Real time electrocardiogram QRS detection using combined adaptive threshold. Biomed. Eng. Online 2004, 3:28.
    • (2004) Biomed. Eng. Online , vol.3 , pp. 28
    • Christov, I.I.1
  • 8
    • 34547831040 scopus 로고    scopus 로고
    • Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: removal of the ballistocardiogram artefact
    • Debener S., Strobel A., Sorger B., Peters J., Kranczioch C., Engel A.K., Goebel R. Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: removal of the ballistocardiogram artefact. NeuroImage 2007, 34:587-597.
    • (2007) NeuroImage , vol.34 , pp. 587-597
    • Debener, S.1    Strobel, A.2    Sorger, B.3    Peters, J.4    Kranczioch, C.5    Engel, A.K.6    Goebel, R.7
  • 9
    • 39449090982 scopus 로고    scopus 로고
    • Properties of the ballistocardiogram artefact as revealed by EEG recordings at 1.5, 3 and 7 T static magnetic field strength
    • Debener S., Mullinger K.J., Mazy R.K., Bowtell R.W. Properties of the ballistocardiogram artefact as revealed by EEG recordings at 1.5, 3 and 7 T static magnetic field strength. Int. J. Psychophysiol. 2008, 67:189-199.
    • (2008) Int. J. Psychophysiol. , vol.67 , pp. 189-199
    • Debener, S.1    Mullinger, K.J.2    Mazy, R.K.3    Bowtell, R.W.4
  • 10
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 2004, 134:9-21.
    • (2004) J. Neurosci. Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 12
    • 3242665483 scopus 로고    scopus 로고
    • Ballistocardiogram artifact reduction in the simultaneous acquisition of auditory ERPS and fMRI
    • Ellingson M.L., Liebenthal E., Spanaki M.V., Prieto T.E., Binder J.R., Ropella K.M. Ballistocardiogram artifact reduction in the simultaneous acquisition of auditory ERPS and fMRI. NeuroImage 2004, 22:1534-1542.
    • (2004) NeuroImage , vol.22 , pp. 1534-1542
    • Ellingson, M.L.1    Liebenthal, E.2    Spanaki, M.V.3    Prieto, T.E.4    Binder, J.R.5    Ropella, K.M.6
  • 13
    • 67949083429 scopus 로고    scopus 로고
    • Ultrahigh-frequency EEG during fMRI: pushing the limits of imaging-artifact correction
    • Freyer F., Becker R., Anami K., Curio G., Villringer A., Ritter P. Ultrahigh-frequency EEG during fMRI: pushing the limits of imaging-artifact correction. NeuroImage 2009, 48:94-108.
    • (2009) NeuroImage , vol.48 , pp. 94-108
    • Freyer, F.1    Becker, R.2    Anami, K.3    Curio, G.4    Villringer, A.5    Ritter, P.6
  • 16
    • 34548829090 scopus 로고    scopus 로고
    • A comparative study of different artefact removal algorithms for EEG signals acquired during functional MRI
    • Grouiller F., Vercueil L., Krainik A., Segebarth C., Kahane P., David O. A comparative study of different artefact removal algorithms for EEG signals acquired during functional MRI. NeuroImage 2007, 38:124-137.
    • (2007) NeuroImage , vol.38 , pp. 124-137
    • Grouiller, F.1    Vercueil, L.2    Krainik, A.3    Segebarth, C.4    Kahane, P.5    David, O.6
  • 17
    • 65249142211 scopus 로고    scopus 로고
    • Multimodal functional neuroimaging: integrating functional MRI and EEG/MEG
    • He B., Liu Z. Multimodal functional neuroimaging: integrating functional MRI and EEG/MEG. IEEE Rev. Biomed. Eng. 2008, 1:23-40.
    • (2008) IEEE Rev. Biomed. Eng. , vol.1 , pp. 23-40
    • He, B.1    Liu, Z.2
  • 19
    • 33747863578 scopus 로고    scopus 로고
    • Functional cortical source imaging from simultaneously recorded ERP and fMRI
    • Im C.H., Liu Z., Zhang N., Chen W., He B. Functional cortical source imaging from simultaneously recorded ERP and fMRI. J. Neurosci. Methods 2006, 157:118-123.
    • (2006) J. Neurosci. Methods , vol.157 , pp. 118-123
    • Im, C.H.1    Liu, Z.2    Zhang, N.3    Chen, W.4    He, B.5
  • 21
    • 1542723008 scopus 로고    scopus 로고
    • Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI
    • Kim K.H., Yoon H.W., Park H.W. Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI. J. Neurosci. Methods 2004, 135:193-203.
    • (2004) J. Neurosci. Methods , vol.135 , pp. 193-203
    • Kim, K.H.1    Yoon, H.W.2    Park, H.W.3
  • 22
    • 0032005898 scopus 로고    scopus 로고
    • Minimizing interference from magnetic resonance imagers during electrocardiography
    • Laudon M.K., Webster J.G., Frayne R., Grist T.M. Minimizing interference from magnetic resonance imagers during electrocardiography. IEEE Trans. Biomed. Eng. 1998, 45:160-164.
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , pp. 160-164
    • Laudon, M.K.1    Webster, J.G.2    Frayne, R.3    Grist, T.M.4
  • 23
    • 40649090844 scopus 로고    scopus 로고
    • Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging
    • Laufs H., Daunizeau J., Carmichael D.W., Kleinschmidt A. Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging. NeuroImage 2008, 40:515-528.
    • (2008) NeuroImage , vol.40 , pp. 515-528
    • Laufs, H.1    Daunizeau, J.2    Carmichael, D.W.3    Kleinschmidt, A.4
  • 24
    • 57649223683 scopus 로고    scopus 로고
    • Rejection of pulse related artefact (PRA) from continuous electroencephalographic (EEG) time series recorded during functional magnetic resonance imaging (fMRI) using constraint independent component analysis (cICA)
    • Leclercq Y., Balteau E., Dang-Vu T., Schabus M., Luxen A., Maquet P., Phillips C. Rejection of pulse related artefact (PRA) from continuous electroencephalographic (EEG) time series recorded during functional magnetic resonance imaging (fMRI) using constraint independent component analysis (cICA). NeuroImage 2009, 44:679-691.
    • (2009) NeuroImage , vol.44 , pp. 679-691
    • Leclercq, Y.1    Balteau, E.2    Dang-Vu, T.3    Schabus, M.4    Luxen, A.5    Maquet, P.6    Phillips, C.7
  • 25
    • 33747804274 scopus 로고    scopus 로고
    • Synchronization facilitates removal of MRI artefacts from concurrent EEG recordings and increases usable bandwidth
    • Mandelkow H., Halder P., Boesiger P., Brandeis D. Synchronization facilitates removal of MRI artefacts from concurrent EEG recordings and increases usable bandwidth. NeuroImage 2006, 32:1120-1126.
    • (2006) NeuroImage , vol.32 , pp. 1120-1126
    • Mandelkow, H.1    Halder, P.2    Boesiger, P.3    Brandeis, D.4
  • 26
    • 71849107934 scopus 로고    scopus 로고
    • Good practices in EEG-MRI: the utility of retrospective synchronization and PCA for the removal of MRI gradient artefacts
    • Mandelkow H., Brandeis D., Boesiger P. Good practices in EEG-MRI: the utility of retrospective synchronization and PCA for the removal of MRI gradient artefacts. NeuroImage 2010, 49:2287-2303.
    • (2010) NeuroImage , vol.49 , pp. 2287-2303
    • Mandelkow, H.1    Brandeis, D.2    Boesiger, P.3
  • 27
    • 35148821509 scopus 로고    scopus 로고
    • Complete artifact removal for EEG recorded during continuous fMRI using independent component analysis
    • Mantini D., Perrucci M.G., Cugini S., Ferretti A., Romani G.L., Del Gratta C. Complete artifact removal for EEG recorded during continuous fMRI using independent component analysis. NeuroImage 2007, 34:598-607.
    • (2007) NeuroImage , vol.34 , pp. 598-607
    • Mantini, D.1    Perrucci, M.G.2    Cugini, S.3    Ferretti, A.4    Romani, G.L.5    Del Gratta, C.6
  • 28
  • 29
    • 62049084255 scopus 로고    scopus 로고
    • Realignment parameter-informed artefact correction for simultaneous EEG-fMRI recordings
    • Moosmann M., Schonfelder V.H., Specht K., Scheeringa R., Nordby H., Hugdahl K. Realignment parameter-informed artefact correction for simultaneous EEG-fMRI recordings. NeuroImage 2009, 45:1144-1150.
    • (2009) NeuroImage , vol.45 , pp. 1144-1150
    • Moosmann, M.1    Schonfelder, V.H.2    Specht, K.3    Scheeringa, R.4    Nordby, H.5    Hugdahl, K.6
  • 30
    • 0032006582 scopus 로고    scopus 로고
    • A new interpretation of nonlinear energy operator and its efficacy in spike detection
    • Mukhopadhyay S., Ray G.C. A new interpretation of nonlinear energy operator and its efficacy in spike detection. IEEE Trans. Biomed. Eng. 1998, 45:180-187.
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , pp. 180-187
    • Mukhopadhyay, S.1    Ray, G.C.2
  • 31
    • 33746829245 scopus 로고    scopus 로고
    • Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis
    • Nakamura W., Anami K., Mori T., Saitoh O., Cichocki A., Amari S. Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis. IEEE Trans. Biomed. Eng. 2006, 53:1294-1308.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , pp. 1294-1308
    • Nakamura, W.1    Anami, K.2    Mori, T.3    Saitoh, O.4    Cichocki, A.5    Amari, S.6
  • 32
    • 3843102642 scopus 로고    scopus 로고
    • Removal of time-varying gradient artifacts from EEG data acquired during continuous fMRI
    • Negishi M., Abildgaard M., Nixon T., Constable R.T. Removal of time-varying gradient artifacts from EEG data acquired during continuous fMRI. Clin. Neurophysiol. 2004, 115:2181-2192.
    • (2004) Clin. Neurophysiol. , vol.115 , pp. 2181-2192
    • Negishi, M.1    Abildgaard, M.2    Nixon, T.3    Constable, R.T.4
  • 33
    • 27544446124 scopus 로고    scopus 로고
    • Removal of FMRI environment artifacts from EEG data using optimal basis sets
    • Niazy R.K., Beckmann C.F., Iannetti G.D., Brady J.M., Smith S.M. Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage 2005, 28:720-737.
    • (2005) NeuroImage , vol.28 , pp. 720-737
    • Niazy, R.K.1    Beckmann, C.F.2    Iannetti, G.D.3    Brady, J.M.4    Smith, S.M.5
  • 34
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy
    • Peng H., Long F., Ding C. Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 2005, 27:1226-1238.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 35
    • 65249091534 scopus 로고    scopus 로고
    • Attenuation of artifacts in EEG signals measured inside an MRI scanner using constrained independent component analysis
    • Rasheed T., Lee Y.K., Lee S.Y., Kim T.S. Attenuation of artifacts in EEG signals measured inside an MRI scanner using constrained independent component analysis. Physiol. Meas. 2009, 30:387-404.
    • (2009) Physiol. Meas. , vol.30 , pp. 387-404
    • Rasheed, T.1    Lee, Y.K.2    Lee, S.Y.3    Kim, T.S.4
  • 37
    • 34447570612 scopus 로고    scopus 로고
    • Evaluating gradient artifact correction of EEG data acquired simultaneously with fMRI
    • Ritter P., Becker R., Graefe C., Villringer A. Evaluating gradient artifact correction of EEG data acquired simultaneously with fMRI. Magn. Reson. Imaging 2007, 25:923-932.
    • (2007) Magn. Reson. Imaging , vol.25 , pp. 923-932
    • Ritter, P.1    Becker, R.2    Graefe, C.3    Villringer, A.4
  • 38
    • 68749113687 scopus 로고    scopus 로고
    • Development, validation, and comparison of ICA-based gradient artifact reduction algorithms for simultaneous EEG-spiral in/out and echo-planar fMRI recordings
    • Ryali S., Glover G.H., Chang C., Menon V. Development, validation, and comparison of ICA-based gradient artifact reduction algorithms for simultaneous EEG-spiral in/out and echo-planar fMRI recordings. NeuroImage 2009, 48:348-361.
    • (2009) NeuroImage , vol.48 , pp. 348-361
    • Ryali, S.1    Glover, G.H.2    Chang, C.3    Menon, V.4
  • 41
    • 10044290880 scopus 로고    scopus 로고
    • ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner
    • Srivastava G., Crottaz-Herbette S., Lau K.M., Glover G.H., Menon V. ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner. NeuroImage 2005, 24:50-60.
    • (2005) NeuroImage , vol.24 , pp. 50-60
    • Srivastava, G.1    Crottaz-Herbette, S.2    Lau, K.M.3    Glover, G.H.4    Menon, V.5
  • 42
    • 0035878735 scopus 로고    scopus 로고
    • Removal of ECG interference from the EEG recordings in small animals using independent component analysis
    • Tong S., Bezerianos A., Paul J., Zhu Y., Thakor N. Removal of ECG interference from the EEG recordings in small animals using independent component analysis. J. Neurosci. Methods 2001, 108:11-17.
    • (2001) J. Neurosci. Methods , vol.108 , pp. 11-17
    • Tong, S.1    Bezerianos, A.2    Paul, J.3    Zhu, Y.4    Thakor, N.5
  • 44
    • 34047169892 scopus 로고    scopus 로고
    • Moving GLM ballistocardiogram artifact reduction for EEG acquired simultaneously with fMRI
    • Vincent J.L., Larson-Prior L.J., Zempel J.M., Snyder A.Z. Moving GLM ballistocardiogram artifact reduction for EEG acquired simultaneously with fMRI. Clin. Neurophysiol. 2007, 118:981-998.
    • (2007) Clin. Neurophysiol. , vol.118 , pp. 981-998
    • Vincent, J.L.1    Larson-Prior, L.J.2    Zempel, J.M.3    Snyder, A.Z.4
  • 45
    • 33644764153 scopus 로고    scopus 로고
    • Artifact reduction for simultaneous EEG/fMRI recording: adaptive FIR reduction of imaging artifacts
    • Wan X., Iwata K., Riera J., Kitamura M., Kawashima R. Artifact reduction for simultaneous EEG/fMRI recording: adaptive FIR reduction of imaging artifacts. Clin. Neurophysiol. 2006, 117:681-692.
    • (2006) Clin. Neurophysiol. , vol.117 , pp. 681-692
    • Wan, X.1    Iwata, K.2    Riera, J.3    Kitamura, M.4    Kawashima, R.5


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