메뉴 건너뛰기




Volumn 1289, Issue , 2009, Pages 22-29

Detecting directional influence in fMRI connectivity analysis using PCA based Granger causality

Author keywords

Connectivity; Emotion; fMRI; Granger causality; Principal component analysis

Indexed keywords

ADULT; AMYGDALOID NUCLEUS; ARTICLE; BRAIN MAPPING; CINGULATE GYRUS; CONTROLLED STUDY; EMOTION; FEMALE; FUNCTIONAL ASSESSMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; NERVE PROJECTION; NORMAL HUMAN; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; TASK PERFORMANCE;

EID: 68749102230     PISSN: 00068993     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.brainres.2009.06.096     Document Type: Article
Times cited : (52)

References (34)
  • 1
    • 0029999731 scopus 로고    scopus 로고
    • Linear systems analysis of functional magnetic resonance imaging in human V1
    • Boynton G.M., Engel S.A., Glover G.H., and Heeger D.J. Linear systems analysis of functional magnetic resonance imaging in human V1. J. Neurosci. 16 (1996) 4207-4221
    • (1996) J. Neurosci. , vol.16 , pp. 4207-4221
    • Boynton, G.M.1    Engel, S.A.2    Glover, G.H.3    Heeger, D.J.4
  • 2
    • 3042795832 scopus 로고    scopus 로고
    • Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality
    • Brovelli A., Ding M., Ledberg A., Chen Y., Nakamura R., and Bressler S.L. Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. PNAS 101 (2004) 9849-9854
    • (2004) PNAS , vol.101 , pp. 9849-9854
    • Brovelli, A.1    Ding, M.2    Ledberg, A.3    Chen, Y.4    Nakamura, R.5    Bressler, S.L.6
  • 3
    • 31344435870 scopus 로고    scopus 로고
    • Frequency decomposition of conditional Granger causality and application to multivariate neural field potential data
    • Chen Y., Bressler S.L., and Ding M. Frequency decomposition of conditional Granger causality and application to multivariate neural field potential data. J. Neurosci. Methods 150 (2006) 228-237
    • (2006) J. Neurosci. Methods , vol.150 , pp. 228-237
    • Chen, Y.1    Bressler, S.L.2    Ding, M.3
  • 4
    • 33646500094 scopus 로고    scopus 로고
    • Extending animal models of fear conditioning to humans
    • Delgado M.R., Olsson A., and Phelps E.A. Extending animal models of fear conditioning to humans. Biol. Psychol. 73 (2006) 39-48
    • (2006) Biol. Psychol. , vol.73 , pp. 39-48
    • Delgado, M.R.1    Olsson, A.2    Phelps, E.A.3
  • 5
    • 0034220863 scopus 로고    scopus 로고
    • Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment
    • Ding M., Bressler S.L., Yang W., and Liang H. Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biol. Cybern. 83 (2000) 35-45
    • (2000) Biol. Cybern. , vol.83 , pp. 35-45
    • Ding, M.1    Bressler, S.L.2    Yang, W.3    Liang, H.4
  • 7
    • 33748615990 scopus 로고    scopus 로고
    • Resolving emotional conflict: a role for the rostral anterior cingulate cortex in modulating activity in the amygdala
    • Etkin A., Egner T., Peraza M.D., Kandel R.E., and Hirsch J. Resolving emotional conflict: a role for the rostral anterior cingulate cortex in modulating activity in the amygdala. Neuron 51 (2006) 871-882
    • (2006) Neuron , vol.51 , pp. 871-882
    • Etkin, A.1    Egner, T.2    Peraza, M.D.3    Kandel, R.E.4    Hirsch, J.5
  • 8
    • 0036308968 scopus 로고    scopus 로고
    • Beyond phrenology: what can neuroimaging tell us about distributed circuitry?
    • Friston K. Beyond phrenology: what can neuroimaging tell us about distributed circuitry?. Annu. Rev. Neurosci. 25 (2002) 221-250
    • (2002) Annu. Rev. Neurosci. , vol.25 , pp. 221-250
    • Friston, K.1
  • 9
    • 84894912254 scopus 로고
    • Measurement of linear dependence and feedback between multiple time series
    • Geweke J. Measurement of linear dependence and feedback between multiple time series. J. Am. Stat. Assoc. 77 (1982) 304-313
    • (1982) J. Am. Stat. Assoc. , vol.77 , pp. 304-313
    • Geweke, J.1
  • 10
    • 84950949120 scopus 로고
    • Measures of conditional linear dependence and feedback between time series
    • Geweke J. Measures of conditional linear dependence and feedback between time series. J. Am. Stat. Assoc. 79 (1984) 907-915
    • (1984) J. Am. Stat. Assoc. , vol.79 , pp. 907-915
    • Geweke, J.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., and Formisano E. Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magn. Reson. Imaging 21 (2003) 1251-1261
    • (2003) Magn. Reson. Imaging , vol.21 , pp. 1251-1261
    • Goebel, R.1    Roebroeck, A.2    Kim, D.3    Formisano, E.4
  • 12
    • 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 37 (1969) 424-438
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 13
    • 0037473234 scopus 로고    scopus 로고
    • The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies
    • Hesse W., Moller E., Arnold M., and Schack B. The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies. J. Neurosci. Methods 124 (2003) 27-44
    • (2003) J. Neurosci. Methods , vol.124 , pp. 27-44
    • Hesse, W.1    Moller, E.2    Arnold, M.3    Schack, B.4
  • 16
    • 0035433274 scopus 로고    scopus 로고
    • Evaluating causal relations in neural systems: granger causality, directed transfer function and statistical assessment of significance
    • Kaminski M., Ding M., Truccolo W.A., and Bressler S.L. Evaluating causal relations in neural systems: granger causality, directed transfer function and statistical assessment of significance. Biol. Cybern. 85 (2001) 145-157
    • (2001) Biol. Cybern. , vol.85 , pp. 145-157
    • Kaminski, M.1    Ding, M.2    Truccolo, W.A.3    Bressler, S.L.4
  • 17
    • 0041737533 scopus 로고    scopus 로고
    • A report of the functional connectivity workshop
    • Lee L., Harrison L.M., and Mechelli A. A report of the functional connectivity workshop. NeuroImage 19 (2003) 457-465
    • (2003) NeuroImage , vol.19 , pp. 457-465
    • Lee, L.1    Harrison, L.M.2    Mechelli, A.3
  • 19
    • 0037250207 scopus 로고    scopus 로고
    • Modulating dysfunctional limbic-cortical circuits in depression: towards development of brain-based algorithms for diagnosis and optimized treatment
    • Mayberg H.S. Modulating dysfunctional limbic-cortical circuits in depression: towards development of brain-based algorithms for diagnosis and optimized treatment. British Medical Bulletin 65 (2003) 193-207
    • (2003) British Medical Bulletin , vol.65 , pp. 193-207
    • Mayberg, H.S.1
  • 20
    • 0036136472 scopus 로고    scopus 로고
    • Nonparametric permutation tests for functional neuroimaging: a primer with examples
    • Nichols T.E., and Holmes A.P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum. Brain Mapp. 15 (2002) 1-25
    • (2002) Hum. Brain Mapp. , vol.15 , pp. 1-25
    • Nichols, T.E.1    Holmes, A.P.2
  • 22
    • 0025336246 scopus 로고
    • Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields
    • Ogawa S., and Lee T. Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields. J. Magn. Reson. Med. 14 (1990) 68-78
    • (1990) J. Magn. Reson. Med. , vol.14 , pp. 68-78
    • Ogawa, S.1    Lee, T.2
  • 23
    • 33847623249 scopus 로고    scopus 로고
    • Automatic determination of diseases related to lymph system from lymphography data using principles component analysis (PCA). fuzzy weighting pre-processing and ANFIS
    • Polat K., and Güneş S. Automatic determination of diseases related to lymph system from lymphography data using principles component analysis (PCA). fuzzy weighting pre-processing and ANFIS. Expert System with Application 33 (2007) 636-641
    • (2007) Expert System with Application , vol.33 , pp. 636-641
    • Polat, K.1    Güneş, S.2
  • 24
    • 0141869827 scopus 로고    scopus 로고
    • Stimulation of medial prefrontal cortex decreases the responsiveness of central amygdala output neurons
    • Quirk G.J., Likhtik E., Pelletier J.G., and Pare D. Stimulation of medial prefrontal cortex decreases the responsiveness of central amygdala output neurons. J. Neurosci. 23 (2003) 8800-8807
    • (2003) J. Neurosci. , vol.23 , pp. 8800-8807
    • Quirk, G.J.1    Likhtik, E.2    Pelletier, J.G.3    Pare, D.4
  • 25
    • 14244259417 scopus 로고    scopus 로고
    • Mapping directed influence over the brain using Granger causality and fMRI
    • Roebroeck A., Formisano E., and Goebel R. Mapping directed influence over the brain using Granger causality and fMRI. NeuroImage 25 (2005) 230-242
    • (2005) NeuroImage , vol.25 , pp. 230-242
    • Roebroeck, A.1    Formisano, E.2    Goebel, R.3
  • 26
    • 33747441407 scopus 로고    scopus 로고
    • A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality
    • Sato R.J., Junior A.E., Takahashi Y.D., Felix M.M., Brammer J.M., and Morettin A.P. A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality. NeuroImage 31 (2006) 187-196
    • (2006) NeuroImage , vol.31 , pp. 187-196
    • Sato, R.J.1    Junior, A.E.2    Takahashi, Y.D.3    Felix, M.M.4    Brammer, J.M.5    Morettin, A.P.6
  • 31
    • 21744441688 scopus 로고    scopus 로고
    • Pain and emotion interactions in subregions of the cingulate gyrus
    • Vogt B.A. Pain and emotion interactions in subregions of the cingulate gyrus. Neuroscience 6 (2005) 533-544
    • (2005) Neuroscience , vol.6 , pp. 533-544
    • Vogt, B.A.1
  • 32
    • 8444225754 scopus 로고    scopus 로고
    • Disgust and the insula: fMRI responses to pictures of mutilation and contamination
    • Wright P., He G., Shapira N.A., Goodman W.K., and Liu Y. Disgust and the insula: fMRI responses to pictures of mutilation and contamination. NeuroReport 15 (2004) 2347-2351
    • (2004) NeuroReport , vol.15 , pp. 2347-2351
    • Wright, P.1    He, G.2    Shapira, N.A.3    Goodman, W.K.4    Liu, Y.5
  • 33
    • 30344436706 scopus 로고    scopus 로고
    • Neutral faces activate the amygdala during the identity matching
    • Wright P., and Liu Y. Neutral faces activate the amygdala during the identity matching. NeuroImage 29 (2006) 628-636
    • (2006) NeuroImage , vol.29 , pp. 628-636
    • Wright, P.1    Liu, Y.2
  • 34
    • 67649662225 scopus 로고    scopus 로고
    • Analyzing brain networks with PCA and conditional Granger causality
    • Zhou Z., Chen Y., Ding M., Wright P., Lu Z., and Liu Y. Analyzing brain networks with PCA and conditional Granger causality. Hum. Brain Mapp. 30 (2009) 2197-2206
    • (2009) Hum. Brain Mapp. , vol.30 , pp. 2197-2206
    • Zhou, Z.1    Chen, Y.2    Ding, M.3    Wright, P.4    Lu, Z.5    Liu, Y.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.