메뉴 건너뛰기




Volumn 203, Issue 2, 2012, Pages 418-426

Granger causality analysis implementation on MATLAB: A graphic user interface toolkit for fMRI data processing

Author keywords

Dorsal anterior cingulate cortex; Functional magnetic resonance imaging; Granger causality analysis; MATLAB GUI toolkit; Normal distribution; Right frontal insular cortex

Indexed keywords

ADULT; ANTERIOR CINGULATE; ARTICLE; BRAIN; COLLEGE STUDENT; COMPUTER INTERFACE; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; INSULA; MALE; NEUROIMAGING; NORMAL HUMAN; PRIORITY JOURNAL; SCORING SYSTEM; STUDENT T TEST; VOXEL BASED MORPHOMETRY;

EID: 84055182966     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2011.10.006     Document Type: Article
Times cited : (137)

References (35)
  • 1
    • 0016355478 scopus 로고
    • A newlook at the statistical model identification
    • Akaike H. A newlook at the statistical model identification. IEEE Trans Autom Control 1974, 19:716-723.
    • (1974) IEEE Trans Autom Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • Biswal B.B., Yetkin F.Z., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 1995, 34:537-541.
    • (1995) Magn Reson Med , vol.34 , pp. 537-541
    • Biswal, B.B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 5
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 1996, 29:162-173.
    • (1996) Comput Biomed Res , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 7
    • 41649118613 scopus 로고    scopus 로고
    • Effective connectivity during haptic perception: a study using Granger causality analysis of functional magnetic resonance imaging data
    • Deshpande G., Hu X.P., Stilla R., Sathian K. Effective connectivity during haptic perception: a study using Granger causality analysis of functional magnetic resonance imaging data. Neuroimage 2008, 40:1807-1814.
    • (2008) Neuroimage , vol.40 , pp. 1807-1814
    • Deshpande, G.1    Hu, X.P.2    Stilla, R.3    Sathian, K.4
  • 9
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger C.W.J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 1969, 37:424-438.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 10
    • 84894912254 scopus 로고
    • Measurement of linear dependence and feedback between multiple time series
    • Geweke J.F. Measurement of linear dependence and feedback between multiple time series. J Am Stat Assoc 1982, 77:304-324.
    • (1982) J Am Stat Assoc , vol.77 , pp. 304-324
    • Geweke, J.F.1
  • 11
    • 1042301100 scopus 로고    scopus 로고
    • Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping
    • Goebel R., Roebroeck A., Kim D.S., Formisano E. Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magn Reson Imaging 2003, 21:1251-1261.
    • (2003) Magn Reson Imaging , vol.21 , pp. 1251-1261
    • Goebel, R.1    Roebroeck, A.2    Kim, D.S.3    Formisano, E.4
  • 12
    • 33646887235 scopus 로고    scopus 로고
    • Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: from single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis
    • Goebel R., Esposito F., Formisano E. Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: from single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Hum Brain Mapp 2006, 27:392-401.
    • (2006) Hum Brain Mapp , vol.27 , pp. 392-401
    • Goebel, R.1    Esposito, F.2    Formisano, E.3
  • 13
    • 79957527713 scopus 로고    scopus 로고
    • Investigating neural primacy in major depressive disorder: multivariate Granger causality analysis of resting-state fMRI time-series data
    • Hamilton J.P., Chen G., Thomason M.E., Schwartz M.E., Gotlib I.H. Investigating neural primacy in major depressive disorder: multivariate Granger causality analysis of resting-state fMRI time-series data. Mol Psychiatry 2011, 16:763-772.
    • (2011) Mol Psychiatry , vol.16 , pp. 763-772
    • Hamilton, J.P.1    Chen, G.2    Thomason, M.E.3    Schwartz, M.E.4    Gotlib, I.H.5
  • 14
    • 0002437730 scopus 로고
    • A test for normality of observations and regression residuals
    • Jarque C.M., Bera A.K. A test for normality of observations and regression residuals. Int Stat Rev 1987, 55:163-172.
    • (1987) Int Stat Rev , vol.55 , pp. 163-172
    • Jarque, C.M.1    Bera, A.K.2
  • 15
    • 78649683713 scopus 로고    scopus 로고
    • Granger causal influence predicts BOLD activity levels in the default mode network
    • Jiao Q., Lu G.M., Zhang Z., Zhong Y., Wang Z., Guo Y.X., et al. Granger causal influence predicts BOLD activity levels in the default mode network. Hum Brain Mapp 2011, 32:154-161.
    • (2011) Hum Brain Mapp , vol.32 , pp. 154-161
    • Jiao, Q.1    Lu, G.M.2    Zhang, Z.3    Zhong, Y.4    Wang, Z.5    Guo, Y.X.6
  • 17
    • 78650308970 scopus 로고    scopus 로고
    • Modulation of default-mode network activity by acute tryptophan depletion is associated with mood change: a resting state functional magnetic resonance imaging study
    • Kunisato Y., Okamoto Y., Okada G., Aoyama S., Demoto Y., Munakata A., et al. Modulation of default-mode network activity by acute tryptophan depletion is associated with mood change: a resting state functional magnetic resonance imaging study. Neurosci Res 2011, 69:129-134.
    • (2011) Neurosci Res , vol.69 , pp. 129-134
    • Kunisato, Y.1    Okamoto, Y.2    Okada, G.3    Aoyama, S.4    Demoto, Y.5    Munakata, A.6
  • 18
    • 34247990255 scopus 로고
    • On the Kolmogorov-Smirnov test for normality with mean and variance unknown
    • Lilliefors H.W. On the Kolmogorov-Smirnov test for normality with mean and variance unknown. J Am Stat Assoc 1967, 62:399-402.
    • (1967) J Am Stat Assoc , vol.62 , pp. 399-402
    • Lilliefors, H.W.1
  • 20
    • 70349315559 scopus 로고    scopus 로고
    • High-field MRI reveals an acute impact on brain function in survivors of the magnitude 8.0 earthquake in China
    • Lui S., Huang X., Chen L., Tang H., Zhang T., Li X., et al. High-field MRI reveals an acute impact on brain function in survivors of the magnitude 8.0 earthquake in China. Proc Natl Acad Sci USA 2009, 106:15412-15417.
    • (2009) Proc Natl Acad Sci USA , vol.106 , pp. 15412-15417
    • Lui, S.1    Huang, X.2    Chen, L.3    Tang, H.4    Zhang, T.5    Li, X.6
  • 21
    • 77955864452 scopus 로고    scopus 로고
    • Short-term effects of antipsychotic treatment on cerebral function in drug-naive first-episode schizophrenia revealed by resting state functional magnetic resonance imaging
    • Lui S., Li T., Deng W., Jiang L., Wu Q., Tang H., et al. Short-term effects of antipsychotic treatment on cerebral function in drug-naive first-episode schizophrenia revealed by resting state functional magnetic resonance imaging. Arch Gen Psychiatry 2010, 67:783-792.
    • (2010) Arch Gen Psychiatry , vol.67 , pp. 783-792
    • Lui, S.1    Li, T.2    Deng, W.3    Jiang, L.4    Wu, Q.5    Tang, H.6
  • 22
    • 1942425033 scopus 로고    scopus 로고
    • Activity in ventromedial prefrontal cortex covaries with sympathetic skin conductance level: a physiological account of a default mode of brain function
    • Nagai Y., Critchley H.D., Featherstone E., Trimble M.R., Dolan R.J. Activity in ventromedial prefrontal cortex covaries with sympathetic skin conductance level: a physiological account of a default mode of brain function. Neuroimage 2004, 22:243-251.
    • (2004) Neuroimage , vol.22 , pp. 243-251
    • Nagai, Y.1    Critchley, H.D.2    Featherstone, E.3    Trimble, M.R.4    Dolan, R.J.5
  • 23
    • 14244259417 scopus 로고    scopus 로고
    • Mapping directed influence over the brain using Granger causality and fMRI
    • Roebroeck R., Formisano E., Goebel R. Mapping directed influence over the brain using Granger causality and fMRI. Neuroimage 2005, 25:230-242.
    • (2005) Neuroimage , vol.25 , pp. 230-242
    • Roebroeck, R.1    Formisano, E.2    Goebel, R.3
  • 24
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwartz G. Estimating the dimension of a model. Ann Stat 1978, 5:461-464.
    • (1978) Ann Stat , vol.5 , pp. 461-464
    • Schwartz, G.1
  • 25
    • 74149089224 scopus 로고    scopus 로고
    • A MATLAB toolbox for Granger causal connectivity analysis
    • Seth A.K. A MATLAB toolbox for Granger causal connectivity analysis. J Neurosci Methods 2010, 186:262-273.
    • (2010) J Neurosci Methods , vol.186 , pp. 262-273
    • Seth, A.K.1
  • 28
    • 50449099617 scopus 로고    scopus 로고
    • A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks
    • Sridharan D., Levitin D.J., Menon V. A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci USA 2008, 105:12569-12574.
    • (2008) Proc Natl Acad Sci USA , vol.105 , pp. 12569-12574
    • Sridharan, D.1    Levitin, D.J.2    Menon, V.3
  • 30
    • 0030943653 scopus 로고    scopus 로고
    • Sequential activation of supplementary motor area and primary motor cortex during self-paced finger movement in human evaluated by functional MRI
    • Wildgruber D., Erb M., Klose U., Grodd W. Sequential activation of supplementary motor area and primary motor cortex during self-paced finger movement in human evaluated by functional MRI. Neurosci Lett 1997, 227:161-164.
    • (1997) Neurosci Lett , vol.227 , pp. 161-164
    • Wildgruber, D.1    Erb, M.2    Klose, U.3    Grodd, W.4
  • 32
    • 77957959783 scopus 로고    scopus 로고
    • DPARSF: a MATLAB toolbox for pipeline data analysis of resting-state fMRI
    • Yan C.G., Zang Y.F. DPARSF: a MATLAB toolbox for pipeline data analysis of resting-state fMRI. Front Syst Neurosci 2010, 14:4-13.
    • (2010) Front Syst Neurosci , vol.14 , pp. 4-13
    • Yan, C.G.1    Zang, Y.F.2
  • 33
    • 33846485017 scopus 로고    scopus 로고
    • Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI
    • Zang Y.F., He Y., Zhu C.Z., Cao Q.J., Sui M.Q., Liang M., et al. Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI. Brain Dev 2007, 29:83-91.
    • (2007) Brain Dev , vol.29 , pp. 83-91
    • Zang, Y.F.1    He, Y.2    Zhu, C.Z.3    Cao, Q.J.4    Sui, M.Q.5    Liang, M.6
  • 34


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.