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Volumn 1, Issue 1, 2011, Pages 49-59

A signal-processing pipeline for magnetoencephalography resting-state networks

Author keywords

artifact reduction; functional connectivity; independent component analysis (ICA); magnetoencephalography (MEG); resting state network (RSN); signal processing; source localization

Indexed keywords

ALGORITHM; ARTICLE; CORRELATION ANALYSIS; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; MAGNETOENCEPHALOGRAPHY; NERVE CELL NETWORK; NEUROPHYSIOLOGY; PRIORITY JOURNAL; SENSITIVITY ANALYSIS; SIGNAL TRANSDUCTION;

EID: 85006219828     PISSN: 21580014     EISSN: 21580022     Source Type: Journal    
DOI: 10.1089/brain.2011.0001     Document Type: Article
Times cited : (84)

References (40)
  • 1
    • 1842455280 scopus 로고    scopus 로고
    • Optimization of an independent component analysis approach for artifact identification and removal in magnetoencephalographic signals
    • Barbati G, Porcaro C, Zappasodi F, Rossini PM, Tecchio F. 2004. Optimization of an independent component analysis approach for artifact identification and removal in magnetoencephalographic signals. Clin Neurophysiol 115:1220-1232.
    • (2004) Clin Neurophysiol , vol.115 , pp. 1220-1232
    • Barbati, G.1    Porcaro, C.2    Zappasodi, F.3    Rossini, P.M.4    Tecchio, F.5
  • 5
    • 0036429570 scopus 로고    scopus 로고
    • Topographic organization of the human primary and secondary somatosensory cortices: Comparison of fMRI and MEG findings
    • Del Gratta C, Della Penna S, Ferretti A, Franciotti R, Pizzella V, Tartaro A, et al. 2002. Topographic organization of the human primary and secondary somatosensory cortices: Comparison of fMRI and MEG findings. Neuroimage 17:1373-1383.
    • (2002) Neuroimage , vol.17 , pp. 1373-1383
    • Del Gratta, C.1    Della Penna, S.2    Ferretti, A.3    Franciotti, R.4    Pizzella, V.5    Tartaro, A.6
  • 7
    • 34948894936 scopus 로고    scopus 로고
    • Lateralization of dichotic speech stimuli is based on specific auditory pathway interactions: Neuromagnetic evidence
    • Della Penna S, Brancucci A, Babiloni C, Franciotti R, Pizzella V, Rossi D, et al. 2007. Lateralization of dichotic speech stimuli is based on specific auditory pathway interactions: Neuromagnetic evidence. Cereb Cortex 17:2303-2311.
    • (2007) Cereb Cortex , vol.17 , pp. 2303-2311
    • Della Penna, S.1    Brancucci, A.2    Babiloni, C.3    Franciotti, R.4    Pizzella, V.5    Rossi, D.6
  • 9
    • 33846629898 scopus 로고    scopus 로고
    • Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis
    • Delorme A, Sejnowski T, Makeig S. 2007. Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis. Neuroimage 15:1443-1449.
    • (2007) Neuroimage , vol.15 , pp. 1443-1449
    • Delorme, A.1    Sejnowski, T.2    Makeig, S.3
  • 10
    • 78951478093 scopus 로고    scopus 로고
    • Cognition is related to resting-state small-world network topology: An magnetoencephalographic study
    • Douw L, Schoonheim MM, Landi D, van der Meer ML, Geurts JJ, Reijneveld JC, et al. 2011. Cognition is related to resting-state small-world network topology: An magnetoencephalographic study. Neuroscience 175:169-177.
    • (2011) Neuroscience , vol.175 , pp. 169-177
    • Douw, L.1    Schoonheim, M.M.2    Landi, D.3    Van Der Meer, M.L.4    Geurts, J.J.5    Reijneveld, J.C.6
  • 11
    • 34548014282 scopus 로고    scopus 로고
    • Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
    • Fox MD, Raichle ME. 2007. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 8:700-711.
    • (2007) Nat Rev Neurosci , vol.8 , pp. 700-711
    • Fox, M.D.1    Raichle, M.E.2
  • 14
    • 0028219609 scopus 로고
    • Interpreting magnetic fields of the brain: Minimum norm estimates
    • Hamalainen MS, Ilmoniemi RJ. 1994. Interpreting magnetic fields of the brain: Minimum norm estimates. Med Biol Eng Comput 32:35-42.
    • (1994) Med Biol Eng Comput , vol.32 , pp. 35-42
    • Hamalainen, M.S.1    Ilmoniemi, R.J.2
  • 16
    • 33846578678 scopus 로고    scopus 로고
    • Localization of individual area neuronal activity
    • Hironaga N, Ioannides AA. 2007. Localization of individual area neuronal activity. Neuroimage 34:1519-1534.
    • (2007) Neuroimage , vol.34 , pp. 1519-1534
    • Hironaga, N.1    Ioannides, A.A.2
  • 17
    • 70350070225 scopus 로고    scopus 로고
    • Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis
    • Hyvärinen A, Ramkumar P, Parkkonen L, Hari R. 2010. Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis. Neuroimage 49:257-271.
    • (2010) Neuroimage , vol.49 , pp. 257-271
    • Hyvärinen, A.1    Ramkumar, P.2    Parkkonen, L.3    Hari, R.4
  • 18
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and applications
    • Hyvärinen A, Oja E. 2000. Independent component analysis: Algorithms and applications. Neural Netw 13: 411-430.
    • (2000) Neural Netw , vol.13 , pp. 411-430
    • Hyvärinen, A.1    Oja, E.2
  • 19
    • 18744404816 scopus 로고    scopus 로고
    • Independent component analysis for biomedical signals
    • James CJ, Hesse CW. 2005. Independent component analysis for biomedical signals. Physiol Meas 26:R15-R39.
    • (2005) Physiol Meas , vol.26
    • James, C.J.1    Hesse, C.W.2
  • 21
    • 0141814601 scopus 로고    scopus 로고
    • Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest
    • Laufs H, Krakow K, Sterzer P, Eger E, Beyerle A, Salek-Haddadi A, et al. 2003. Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest. Proc Natl Acad Sci U S A 100:11053-11058.
    • (2003) Proc Natl Acad Sci U S A , vol.100 , pp. 11053-11058
    • Laufs, H.1    Krakow, K.2    Sterzer, P.3    Eger, E.4    Beyerle, A.5    Salek-Haddadi, A.6
  • 22
    • 77950544458 scopus 로고    scopus 로고
    • Large-scale spontaneous fluctuations and correlations in brain electrical activity observed with magnetoencephalography
    • Liu Z, Fukunaga M, de Zwart JA, Duyn JH. 2010. Large-scale spontaneous fluctuations and correlations in brain electrical activity observed with magnetoencephalography. Neuroimage 51:102-111.
    • (2010) Neuroimage , vol.51 , pp. 102-111
    • Liu, Z.1    Fukunaga, M.2    De Zwart, J.A.3    Duyn, J.H.4
  • 24
    • 38949103021 scopus 로고    scopus 로고
    • Improving MEG source localizations: An automated method for complete artifact removal based on independent component analysis
    • Mantini D, Franciotti R, Romani GL, Pizzella V. 2008. Improving MEG source localizations: An automated method for complete artifact removal based on independent component analysis. Neuroimage 40:160-173.
    • (2008) Neuroimage , vol.40 , pp. 160-173
    • Mantini, D.1    Franciotti, R.2    Romani, G.L.3    Pizzella, V.4
  • 25
    • 33645505413 scopus 로고    scopus 로고
    • Performance comparison of independent component analysis algorithms for fetal cardiac signal reconstruction: A study on synthetic fMCG data
    • Mantini D, Hild KE, Alleva G, Comani S. 2006. Performance comparison of independent component analysis algorithms for fetal cardiac signal reconstruction: A study on synthetic fMCG data. Phys Med Biol 51:1033-1046.
    • (2006) Phys Med Biol , vol.51 , pp. 1033-1046
    • Mantini, D.1    Hild, K.E.2    Alleva, G.3    Comani, S.4
  • 27
    • 79551668253 scopus 로고    scopus 로고
    • FieldTrip: Open source software for advanced analysis of MEG EEG and invasive electrophysiological data
    • Oostenveld R, Fries P, Maris E, Schoffelen JM. 2011. FieldTrip: Open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data. Comput Intell Neurosci 2011:156869.
    • (2011) Comput Intell Neurosci , vol.2011 , pp. 156869
    • Oostenveld, R.1    Fries, P.2    Maris, E.3    Schoffelen, J.M.4
  • 28
    • 33947726048 scopus 로고    scopus 로고
    • Low and high frequency evoked responses following pattern reversal stimuli: A MEG study supported by fMRI constraint
    • Perfetti B, Franciotti R, Della Penna S, Ferretti A, Caulo M, Romani GL, et al. 2007. Low and high frequency evoked responses following pattern reversal stimuli: A MEG study supported by fMRI constraint. Neuroimage 35:1152-1167.
    • (2007) Neuroimage , vol.35 , pp. 1152-1167
    • Perfetti, B.1    Franciotti, R.2    Della Penna, S.3    Ferretti, A.4    Caulo, M.5    Romani, G.L.6
  • 29
    • 33748289525 scopus 로고    scopus 로고
    • Magnetoencephalographic artifact identification and automatic removal based on independent component analysis and categorization approaches
    • Rong F, Contreras-Vidal J. 2006. Magnetoencephalographic artifact identification and automatic removal based on independent component analysis and categorization approaches. J Neurosci Methods 157:337-354.
    • (2006) J Neurosci Methods , vol.157 , pp. 337-354
    • Rong, F.1    Contreras-Vidal, J.2
  • 30
    • 0034972842 scopus 로고    scopus 로고
    • Reconstructing spatio-temporal activities of neural sources using an MEG vector beam former technique
    • Sekihara K, Nagarajan SS, Poeppel D, Marantz A, Miyashita Y. 2001. Reconstructing spatio-temporal activities of neural sources using an MEG vector beam former technique. IEEE Trans Biomed Eng 48:760-771.
    • (2001) IEEE Trans Biomed Eng , vol.48 , pp. 760-771
    • Sekihara, K.1    Nagarajan, S.S.2    Poeppel, D.3    Marantz, A.4    Miyashita, Y.5
  • 31
    • 35148879706 scopus 로고    scopus 로고
    • Graph theoretical analysis of complex networks in the brain
    • Stam CJ, Reijneveld JC. 2007. Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 1:3.
    • (2007) Nonlinear Biomed Phys , vol.1 , pp. 3
    • Stam, C.J.1    Reijneveld, J.C.2
  • 33
    • 0036939484 scopus 로고    scopus 로고
    • Independent components of magnetoencephalography: Single-trial response onset times
    • Tang AC, Pearlmutter BA, Malaszenko NA, Phung DB. 2002. Independent components of magnetoencephalography: Single-trial response onset times. Neuroimage 17:1773-1789.
    • (2002) Neuroimage , vol.17 , pp. 1773-1789
    • Tang, A.C.1    Pearlmutter, B.A.2    Malaszenko, N.A.3    Phung, D.B.4
  • 36
    • 3343003793 scopus 로고    scopus 로고
    • Evaluation of sLORETA in the presence of noise and multiple sources
    • Wagner M, Fuchs M, Kastner J. 2004. Evaluation of sLORETA in the presence of noise and multiple sources. Brain Topogr 16: 277-280.
    • (2004) Brain Topogr , vol.16 , pp. 277-280
    • Wagner, M.1    Fuchs, M.2    Kastner, J.3
  • 37
    • 0026891885 scopus 로고
    • Magnetic source images determined by a lead-field analysis: The unique minimum norm least squares estimation
    • Wang JZ, Williamson SJ, Kaufman L. 1992. Magnetic source images determined by a lead-field analysis: The unique minimum norm least squares estimation. IEEE Trans Biomed Eng 39:565-575.
    • (1992) IEEE Trans Biomed Eng , vol.39 , pp. 565-575
    • Wang, J.Z.1    Williamson, S.J.2    Kaufman, L.3
  • 38
    • 70349962981 scopus 로고    scopus 로고
    • Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG
    • Wipf DP, Owen JP, Attias HT, Sekihara K, Nagarajan SS. 2010. Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG. Neuroimage 49:641-655.
    • (2010) Neuroimage , vol.49 , pp. 641-655
    • Wipf, D.P.1    Owen, J.P.2    Attias, H.T.3    Sekihara, K.4    Nagarajan, S.S.5
  • 39
    • 0032594808 scopus 로고    scopus 로고
    • Robust algorithms for principal component analysis
    • Yang TN, Wang SD. 1999. Robust algorithms for principal component analysis. Phys Rev Lett 20:927-933.
    • (1999) Phys Rev Lett , vol.20 , pp. 927-933
    • Yang, T.N.1    Wang, S.D.2
  • 40
    • 71849096723 scopus 로고    scopus 로고
    • Reliable intrinsic connectivity networks: Test-retest evaluation using ICA and dual regression approach
    • Zuo XN, Kelly C, Adelstein JS, Klein DF, Castellanos FX, Milham MP. 2010. Reliable intrinsic connectivity networks: Test-retest evaluation using ICA and dual regression approach. Neuroimage 49:2163-2177.
    • (2010) Neuroimage , vol.49 , pp. 2163-2177
    • Zuo, X.N.1    Kelly, C.2    Adelstein, J.S.3    Klein, D.F.4    Castellanos, F.X.5    Milham, M.P.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.