메뉴 건너뛰기




Volumn 30, Issue 4, 2009, Pages 387-404

Attenuation of artifacts in EEG signals measured inside an MRI scanner using constrained independent component analysis

Author keywords

Artifact attenuation; Ballistocardiogram; Constrained independent component analysis; Electro oculogram; Electroencephalogram; Visual evoked potentials

Indexed keywords

BRAIN; ELECTROENCEPHALOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; MAGNETIC RESONANCE IMAGING; SCANNING;

EID: 65249091534     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/30/4/004     Document Type: Article
Times cited : (11)

References (33)
  • 1
    • 0033870442 scopus 로고    scopus 로고
    • A method for removing imaging artifact from continuous EEG recorded during functional MRI
    • DOI 10.1006/nimg.2000.0599
    • Allen P J, Josephs O and Turner R 2000 A method for removing imaging artifact from continuous EEG recorded during functional MRI Neuroimage 12 230-9 (Pubitemid 30627023)
    • (2000) NeuroImage , vol.12 , Issue.2 , pp. 230-239
    • Allen, P.J.1    Josephs, O.2    Turner, R.3
  • 2
    • 0032189998 scopus 로고    scopus 로고
    • Identification of EEG events in the MR scanner: The problem of pulse artifact and a method for its subtraction
    • DOI 10.1006/nimg.1998.0361
    • Allen P J, Polizzi G, Krakow K, Fish D R and Lemieux L 1998 Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction Neuroimage 8 229-39 (Pubitemid 28476231)
    • (1998) NeuroImage , vol.8 , Issue.3 , pp. 229-239
    • Allen, P.J.1    Polizzi, G.2    Krakow, K.3    Fish, D.R.4    Lemieux, L.5
  • 3
    • 27744579731 scopus 로고    scopus 로고
    • Visual evoked potentials recovered from fMRI scan periods
    • DOI 10.1002/hbm.20152
    • Becker R, Ritter P, Moosmann M and Villringer A 2005 Visual evoked potentials recovered from fMRI scan periods Human Brain Mapping 26 221-30 (Pubitemid 41598320)
    • (2005) Human Brain Mapping , vol.26 , Issue.3 , pp. 221-230
    • Becker, R.1    Ritter, P.2    Moosmann, M.3    Villringer, A.4
  • 4
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell A J and Sejnowski T J 1995 An information-maximization approach to blind separation and blind deconvolution Neural Comput. 7 129-1159
    • (1995) Neural Comput. , vol.7 , Issue.6 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 6
    • 0033597570 scopus 로고    scopus 로고
    • Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3T fMRI
    • Bonmassar G, Anami K, Ives J and Belliveau J W 1999 Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3T fMRI NeuroReport 10 1893-7
    • (1999) NeuroReport , vol.10 , Issue.9 , pp. 1897-1897
    • Bonmassar, G.1    Anami, K.2    Ives, J.3    Belliveau, J.W.4
  • 9
    • 0042819875 scopus 로고    scopus 로고
    • Temporally constrained ICA: An application to artifact rejection in electromagnetic brain signal analysis
    • DOI 10.1109/TBME.2003.816076
    • Christopher J J and Oliver J G 2003 Temporally constrained ICA: an application to artifact rejection in electromagnetic brain signal analysis IEEE Trans. Biomed. Eng. 50 1108-16 (Pubitemid 37047560)
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , Issue.9 , pp. 1108-1116
    • James, C.J.1    Gibson, O.J.2
  • 11
    • 0028416938 scopus 로고
    • Independent component analysis-a new concept?
    • Comon P 1994 Independent component analysis-a new concept? Signal Process. 36 287-314
    • (1994) Signal Process. , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 12
    • 0033794032 scopus 로고    scopus 로고
    • Acquiring simultaneous EEG and functional MRI of the alpha rhythm
    • Goldman R I, Stern J M, Engel J and Cohen M S 2000 Acquiring simultaneous EEG and functional MRI of the alpha rhythm Clin. Neurophysiol. 111 1974-80
    • (2000) Clin. Neurophysiol. , vol.111 , Issue.11 , pp. 1974-1980
    • Goldman, R.I.1    Stern, J.M.2    Engel, J.3    Cohen, M.S.4
  • 13
    • 33845435132 scopus 로고    scopus 로고
    • New approximations of differential entropy for independent component analysis and projection pursuit
    • Hyvärinen A 1998 New approximations of differential entropy for independent component analysis and projection pursuit Adv. Neural Inform. Process. Syst. 10 273-9
    • (1998) Adv. Neural Inform. Process. Syst. , vol.10 , pp. 273-279
    • Hyvärinen, A.1
  • 15
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvärinen A and Oja E 1997 A fast fixed-point algorithm for independent component analysis Neural Comput. 9 483-92
    • (1997) Neural Comput. , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvärinen, A.1    Oja, E.2
  • 16
    • 33846089850 scopus 로고    scopus 로고
    • Ballistocardiogram artifact removal from EEG signals using adaptive filtering of EOG signals
    • In M H, Lee S Y, Park T S, Kim T-S and Cho M H 2006 Ballistocardiogram artifact removal from EEG signals using adaptive filtering of EOG signals Physiol. Meas. 27 1227-40
    • (2006) Physiol. Meas. , vol.27 , Issue.11 , pp. 1227-1240
    • In, M.H.1    Lee, S.Y.2    Park, T.S.3    Kim, T.-S.4    Cho, M.H.5
  • 20
    • 1542723008 scopus 로고    scopus 로고
    • Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI
    • DOI 10.1016/j.jneumeth.2003.12.016, PII S0165027003004370
    • Kim K H, Yoon H W and Park H W 2004 Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI J. Neurosci. Methods 135 193-203 (Pubitemid 38333139)
    • (2004) Journal of Neuroscience Methods , vol.135 , Issue.1-2 , pp. 193-203
    • Kim, K.H.1    Yoon, H.W.2    Park, H.W.3
  • 21
    • 0034021602 scopus 로고    scopus 로고
    • EEG recording during fMRI experiments: Image quality
    • DOI 10.1002/(SICI)1097-0193(200005)10:1<10::AID-HBM20>3.0.CO;2-T
    • Krakow K, Allen P J, Symms M R, lemieux L, Josephs O and Fish D R 2000 EEG recording during fMRI experiments: image quality Human Brain Mapping 10 10-5 (Pubitemid 30252409)
    • (2000) Human Brain Mapping , vol.10 , Issue.1 , pp. 10-15
    • Krakow, K.1    Allen, P.J.2    Symms, M.R.3    Lemieux, L.4    Josephs, O.5    Fish, D.R.6
  • 22
    • 0030961890 scopus 로고    scopus 로고
    • Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition
    • DOI 10.1097/00004691-199701000-00007
    • Lagerlund T D, Sharbrough F W and Busacker N E 1997 Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition J. Clin. Neurophysiol. 14 73-82 (Pubitemid 27220507)
    • (1997) Journal of Clinical Neurophysiology , vol.14 , Issue.1 , pp. 73-82
    • Lagerlund, T.D.1    Sharbrough, F.W.2    Busacker, N.E.3
  • 24
    • 13844280257 scopus 로고    scopus 로고
    • Approach and application of constrained ICA
    • Lu W and Rajapakse J C 2005 Approach and application of constrained ICA IEEE Trans. Neural Netw. 16 203-12
    • (2005) IEEE Trans. Neural Netw. , vol.16 , Issue.1 , pp. 203-212
    • Lu, W.1    Rajapakse, J.C.2
  • 25
    • 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, Ferreti A, Romani G L and Gratta C D 2007 Complete artifact removal for EEG recorded during continuous fMRI using independent component analysis Neuroimage 31 598-607
    • (2007) Neuroimage , vol.34 , Issue.2 , pp. 598-607
    • Mantini, D.1    Perrucci, M.G.2    Cugini, S.3    Ferreti, A.4    Romani, G.L.5    Gratta, C.D.6
  • 26
    • 33746829245 scopus 로고    scopus 로고
    • Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis
    • DOI 10.1109/TBME.2006.875718, 1643399
    • Nakamura W, Anami K, Mori T, Saitoh O, Cichocki A and Amari S 2006 Removal of ballistocardigram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis IEEE Trans. Biomed. Eng. 53 1294-308 (Pubitemid 44172304)
    • (2006) IEEE Transactions on Biomedical Engineering , vol.53 , Issue.7 , pp. 1294-1308
    • Nakamura, W.1    Anami, K.2    Mori, T.3    Saitoh, O.4    Cichocki, A.5    Amari, S.-I.6
  • 27
    • 27544446124 scopus 로고    scopus 로고
    • Removal of FMRI environment artifacts from EEG data using optimal basis sets
    • DOI 10.1016/j.neuroimage.2005.06.067, PII S1053811905004726
    • Niazy R K, Beckmann C F, Iannetti G D, Brady J M and Smith S M 2005 Removal of fMRI environment artifacts from EEG data using optimal basis sets Neuroimage 28 720-37 (Pubitemid 41541965)
    • (2005) NeuroImage , vol.28 , Issue.3 , pp. 720-737
    • Niazy, R.K.1    Beckmann, C.F.2    Iannetti, G.D.3    Brady, J.M.4    Smith, S.M.5
  • 28
    • 65249152737 scopus 로고    scopus 로고
    • Constrained ICA based ballistocardiogram and electro-oculogram artifacts removal from visual evoked potential EEG signals measured inside MRI
    • Rasheed T, In M H, Lee Y K, Lee S Y, Lee S Y and Kim T S 2006b Constrained ICA based ballistocardiogram and electro-oculogram artifacts removal from visual evoked potential EEG signals measured inside MRI 13th Int. Conf. on Neural Information Processing (Hong Kong) pp 126-9
    • (2006) 13th Int. Conf. on Neural Information Processing , pp. 126-129
    • Rasheed, T.1    In, M.H.2    Lee, Y.K.3    Lee, S.Y.4    Lee, S.Y.5    Kim, T.S.6
  • 29
    • 65249145515 scopus 로고    scopus 로고
    • Constrained ICA based ballistocardiogram and electro-oculogram artifacts removal from EEG signals acquired inside MRI
    • Rasheed T, Kim T S, Lee Y K, In M H, Lee W H, Lee S Y and Lee S Y 2006a Constrained ICA based ballistocardiogram and electro-oculogram artifacts removal from EEG signals acquired inside MRI Proc. Int. Soc. Magn. Reson. Med. 14 2843
    • (2006) Proc. Int. Soc. Magn. Reson. Med. , vol.14 , pp. 2843
    • Rasheed, T.1    Kim, T.S.2    Lee, Y.K.3    In, M.H.4    Lee, W.H.5    Lee, S.Y.6    Lee, S.Y.7
  • 31
    • 0033772320 scopus 로고    scopus 로고
    • Reduction of ECG and gradient related artifacts in simultaneous recorded human EEG/MRI data
    • Sijbers J, van Audekerke J, verhoye M, der Linden A V and Dyck D V 2000 Reduction of ECG and gradient related artifacts in simultaneous recorded human EEG/MRI data Magn. Reson. Imaging 18 881-6
    • (2000) Magn. Reson. Imaging , vol.18 , Issue.7 , pp. 881-886
    • Sijbers, J.1    Van Audekerke, J.2    Verhoye, M.3    Der Linden, A.V.4    Dyck, D.V.5
  • 32
    • 10044290880 scopus 로고    scopus 로고
    • ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner
    • DOI 10.1016/j.neuroimage.2004.09.041, PII S1053811904005683
    • Srivastava G, Crottaz-Herette S, Lau K M, Glover G H and Menon V 2005 ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner Neuroimage 24 50-60 (Pubitemid 39611025)
    • (2005) NeuroImage , vol.24 , Issue.1 , pp. 50-60
    • Srivastava, G.1    Crottaz-Herbette, S.2    Lau, K.M.3    Glover, G.H.4    Menon, V.5
  • 33
    • 0035878735 scopus 로고    scopus 로고
    • Removal of ECG interference from the EEG recordings in small animals using independent component analysis
    • DOI 10.1016/S0165-0270(01)00366-1, PII S0165027001003661
    • Tong S, Bezerianos A, Paul J, Zhu Y and Thakor N 2001 Removal of ECG interference from the EEG recordings in small animals using independent component analysis J. Neurosci. Methods 118 11-7 (Pubitemid 32664037)
    • (2001) Journal of Neuroscience Methods , vol.108 , Issue.1 , pp. 11-17
    • Tong, S.1    Bezerianos, A.2    Paul, J.3    Zhu, Y.4    Thakor, N.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.