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Volumn 40, Issue SUPPL. 1, 2007, Pages

Assessing the state space of the brain with fMRI: An integrative view of current methods

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; BAYES THEOREM; BRAIN FUNCTION; CONFERENCE PAPER; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INDEPENDENT COMPONENT ANALYSIS; MATHEMATICAL MODEL; MEDICAL RESEARCH; NEUROIMAGING; NEUROMODULATION; PARTIAL LEAST SQUARES REGRESSION; PREFRONTAL CORTEX; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; STRUCTURAL EQUATION MODELING; WORKING MEMORY;

EID: 37549029155     PISSN: 01763679     EISSN: None     Source Type: Journal    
DOI: 10.1055/s-2007-992769     Document Type: Conference Paper
Times cited : (9)

References (71)
  • 2
    • 20844437241 scopus 로고    scopus 로고
    • Estimation of the effective and functional human cortical connectivity with structural equation modeling and directed transfer function applied to high-resolution EEG
    • Astolfi L, Cincotti F, Mattia D et al. Estimation of the effective and functional human cortical connectivity with structural equation modeling and directed transfer function applied to high-resolution EEG. Magn Reson Imaging 2004; 22: 1457-1470
    • (2004) Magn Reson Imaging , vol.22 , pp. 1457-1470
    • Astolfi, L.1    Cincotti, F.2    Mattia, D.3
  • 4
    • 33947604821 scopus 로고    scopus 로고
    • Working memory related gamma oscillations in schizophrenia patients
    • Basar-Eroglu C, Brand A, Hildebrandt H et al. Working memory related gamma oscillations in schizophrenia patients. Int J Psychophysiol 2007; 64: 39-45
    • (2007) Int J Psychophysiol , vol.64 , pp. 39-45
    • Basar-Eroglu, C.1    Brand, A.2    Hildebrandt, H.3
  • 6
    • 33645775748 scopus 로고    scopus 로고
    • A Bayesian approach to modeling dynamic effective connectivity with fMRI data
    • Bhattacharya S, Ringo Ho MH, Purkayastha S. A Bayesian approach to modeling dynamic effective connectivity with fMRI data. Neuroimage 2006; 30: 794-812
    • (2006) Neuroimage , vol.30 , pp. 794-812
    • Bhattacharya, S.1    Ringo, H.M.2    Purkayastha, S.3
  • 7
    • 0011703342 scopus 로고    scopus 로고
    • The robustness of LISREL modeling revisited
    • Cudeck R, du Toit S, Sörbom D eds, Lincolnwood, IL: Scientific Software International
    • Boomsma A, Hoogland JJ. The robustness of LISREL modeling revisited. In: Cudeck R, du Toit S, Sörbom D eds, Structural Equation Modeling: Present and Future. Lincolnwood, IL: Scientific Software International 2001; 139-168
    • (2001) Structural Equation Modeling: Present and Future , pp. 139-168
    • Boomsma, A.1    Hoogland, J.J.2
  • 8
    • 0004251784 scopus 로고
    • 3 ed. Upper Saddle River. NJ: Prentice Hall
    • Brogan WL. Modern control theory. 3 ed. Upper Saddle River. NJ: Prentice Hall 1991
    • (1991) Modern control theory
    • WL, B.1
  • 9
    • 0030666829 scopus 로고    scopus 로고
    • Modulation of connectivity in visual pathways by attention: Cortical interactions evaluated with structural equation modelling and fMRI
    • Buchel C, Friston KJ. Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI. Cereb Cortex 1997; 7: 768-778
    • (1997) Cereb Cortex , vol.7 , pp. 768-778
    • Buchel, C.1    Friston, K.J.2
  • 10
    • 0031714481 scopus 로고    scopus 로고
    • Dynamic changes in effective connectivity characterized by variable parameter regression and Kalman filtering
    • Buchel C, Friston KJ. Dynamic changes in effective connectivity characterized by variable parameter regression and Kalman filtering. Hum Brain Mapp 1998; 6: 403-408
    • (1998) Hum Brain Mapp , vol.6 , pp. 403-408
    • Buchel, C.1    Friston, K.J.2
  • 11
    • 0034113510 scopus 로고    scopus 로고
    • How good is good enough in path analysis of fMRI data?
    • Bullmore E, Horwitz B, Honey G et al. How good is good enough in path analysis of fMRI data? Neuroimage 2000; 11: 289-301
    • (2000) Neuroimage , vol.11 , pp. 289-301
    • Bullmore, E.1    Horwitz, B.2    Honey, G.3
  • 12
    • 0003972539 scopus 로고    scopus 로고
    • Structural equation modeling with AMOS
    • Mahwah, New Jersey: Lawrence Erlbaum Associates
    • Byrne BM. Structural equation modeling with AMOS. Basic concepts, applications, and programming. Mahwah, New Jersey: Lawrence Erlbaum Associates 2001
    • (2001) Basic concepts, applications, and programming
    • BM, B.1
  • 13
    • 15244347221 scopus 로고    scopus 로고
    • Assessment of EEG synchronization based on state-space analysis
    • Carmeli C, Knyazeva MG, Innocenti GM, Feo O De. Assessment of EEG synchronization based on state-space analysis. Neuroimage 2005; 25: 339-354
    • (2005) Neuroimage , vol.25 , pp. 339-354
    • Carmeli, C.1    Knyazeva, M.G.2    Innocenti, G.M.3    Feo, O.D.4
  • 15
    • 0033776022 scopus 로고    scopus 로고
    • Mapping functionally related regions of brain with functional connectivity MR imaging
    • Cordes D, Haughton VM, Arfanakis K et al. Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am J Neuroradiol 2000; 21: 1636-1644
    • (2000) AJNR Am J Neuroradiol , vol.21 , pp. 1636-1644
    • Cordes, D.1    Haughton, V.M.2    Arfanakis, K.3
  • 16
    • 33644829317 scopus 로고    scopus 로고
    • A dynamical model of event-related FMRI signals in prefrontal cortex: Predictions for schizophrenia
    • Deco G. A dynamical model of event-related FMRI signals in prefrontal cortex: predictions for schizophrenia. Pharmacopsychiatry 2006; 39 Suppl 1: S65-S67
    • (2006) Pharmacopsychiatry , vol.39 , Issue.SUPPL. 1
    • Deco, G.1
  • 17
    • 0002629270 scopus 로고
    • Maximum likelihood estimation from incomplete data via the EM algorithm
    • Dempster AP, Laird NM. Maximum likelihood estimation from incomplete data via the EM algorithm. J Roy Statist Soc B 1977; 39: 1-38
    • (1977) J Roy Statist Soc B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2
  • 20
    • 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 DM, Kandel ER, Hirsch J. Resolving emotional conflict: A role for the rostral anterior cingulate cortex in modulating activity in the amygdala. Neuron 2006; 51: 871-882
    • (2006) Neuron , vol.51 , pp. 871-882
    • Etkin, A.1    Egner, T.2    Peraza, D.M.3    Kandel, E.R.4    Hirsch, J.5
  • 25
    • 33644818093 scopus 로고    scopus 로고
    • Combination of multimodal imaging and molecular genetic information to investigate complex psychiatric disorders
    • Gallinat J, Heinz A. Combination of multimodal imaging and molecular genetic information to investigate complex psychiatric disorders. Pharmacopsychiatry 2006; 39 Suppl 1: S76-S79
    • (2006) Pharmacopsychiatry , vol.39 , Issue.SUPPL. 1
    • Gallinat, J.1    Heinz, A.2
  • 28
    • 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. Journal of the American Statistical Association 1982; 77: 304-313
    • (1982) Journal of the American Statistical Association , vol.77 , pp. 304-313
    • Geweke, J.1
  • 29
    • 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 DS, 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
  • 30
    • 0036335676 scopus 로고    scopus 로고
    • Fiber tracking from DTI using linear state space models: Detectability of the pyramidal tract
    • Gossl C, Fahrmeir L, Putz B, Auer LM, Auer DP. Fiber tracking from DTI using linear state space models: detectability of the pyramidal tract. Neuroimage 2002; 16: 378-388
    • (2002) Neuroimage , vol.16 , pp. 378-388
    • Gossl, C.1    Fahrmeir, L.2    Putz, B.3    Auer, L.M.4    Auer, D.P.5
  • 31
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger CWJ. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 1969; 37: 424-438
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger CWJ1
  • 34
    • 0042178307 scopus 로고    scopus 로고
    • Multivariate autoregressive modeling of fMRI time series
    • Harrison L, Penny WD, Friston K. Multivariate autoregressive modeling of fMRI time series. Neuroimage 2003; 19: 1477-1491
    • (2003) Neuroimage , vol.19 , pp. 1477-1491
    • Harrison, L.1    Penny, W.D.2    Friston, K.3
  • 35
    • 20444457145 scopus 로고    scopus 로고
    • A state-space approach to modeling brain dynamics
    • Ho RM, Ombao H, Shumway R. A state-space approach to modeling brain dynamics. Statistica Sinica 2005; 15: 407-425
    • (2005) Statistica Sinica , vol.15 , pp. 407-425
    • Ho, R.M.1    Ombao, H.2    Shumway, R.3
  • 36
    • 0036428319 scopus 로고    scopus 로고
    • Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data
    • Honey G, Fu C, Kim J et al. Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data. Neuroimage 2002; 17: 573-582
    • (2002) Neuroimage , vol.17 , pp. 573-582
    • Honey, G.1    Fu, C.2    Kim, J.3
  • 37
    • 10744231999 scopus 로고    scopus 로고
    • Dopaminergic drug effects on physiological connectivity in a human cortico-striato-thalamic system
    • Honey GD, Suckling J, Zelaya F et al. Dopaminergic drug effects on physiological connectivity in a human cortico-striato-thalamic system. Brain 2003; 126: 1767-1781
    • (2003) Brain , vol.126 , pp. 1767-1781
    • Honey, G.D.1    Suckling, J.2    Zelaya, F.3
  • 38
    • 0028874184 scopus 로고
    • Network analysis of brain cognitive function using metabolic and blood flow data
    • Horwitz B, MacIntosh AR, Haxby JV, Grady CL. Network analysis of brain cognitive function using metabolic and blood flow data. Behav Brain Res 1995; 66: 187-193
    • (1995) Behav Brain Res , vol.66 , pp. 187-193
    • Horwitz, B.1    MacIntosh, A.R.2    Haxby, J.V.3    Grady, C.L.4
  • 40
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems. Trans of the ASME
    • Kalman RE. A new approach to linear filtering and prediction problems. Trans of the ASME - Journal of Basic Engineering 1960; 35-45
    • (1960) Journal of Basic Engineering , pp. 35-45
    • RE, K.1
  • 41
    • 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 WA, Bressler SL. Evaluating causal relations in neural systems: granger causality, directed transfer function and statistical assessment of significance. Biological cybernetics 2001; 85: 145-157
    • (2001) Biological cybernetics , vol.85 , pp. 145-157
    • Kaminski, M.1    Ding, M.2    Truccolo, W.A.3    Bressler, S.L.4
  • 42
    • 37549057775 scopus 로고    scopus 로고
    • Unified structural equation modeling approach for the analysis of multisubject, multivariate functional MRI data
    • Kim J, Zhu W, Chang L, Bentler PM, Ernst T. Unified structural equation modeling approach for the analysis of multisubject, multivariate functional MRI data. Hum Brain Mapp 2006
    • (2006) Hum Brain Mapp
    • Kim, J.1    Zhu, W.2    Chang, L.3    Bentler, P.M.4    Ernst, T.5
  • 44
    • 33846650165 scopus 로고    scopus 로고
    • State space method for predicting the spike times of a neuron
    • Kobayashi R, Shinomoto S. State space method for predicting the spike times of a neuron. Physical review 2007; 75: 011925
    • (2007) Physical review , vol.75 , pp. 011925
    • Kobayashi, R.1    Shinomoto, S.2
  • 45
    • 33645451435 scopus 로고    scopus 로고
    • Quantum mechanics in the brain
    • Koch C, Hepp K. Quantum mechanics in the brain. Nature 2006; 440: 611
    • (2006) Nature , vol.440 , pp. 611
    • Koch, C.1    Hepp, K.2
  • 46
    • 0242497620 scopus 로고    scopus 로고
    • The architecture of cognitive control in the human prefrontal cortex
    • Koechlin E, Ody C, Kouneiher F. The architecture of cognitive control in the human prefrontal cortex. Science 2003; 302: 1181-1185
    • (2003) Science , vol.302 , pp. 1181-1185
    • Koechlin, E.1    Ody, C.2    Kouneiher, F.3
  • 47
    • 37549036860 scopus 로고    scopus 로고
    • 2 ed. Oxford: Oxford University Press
    • Lathi BP. Linear Systems and Signals 2 ed. Oxford: Oxford University Press 2005
    • (2005) Linear Systems and Signals
    • BP, L.1
  • 49
    • 0039624091 scopus 로고
    • Causal modeling applied to psychonomic systems simulation
    • MacArdle J. Causal modeling applied to psychonomic systems simulation. Behavior Research Methods and Instrumentation 1980; 12: 193-209
    • (1980) Behavior Research Methods and Instrumentation , vol.12 , pp. 193-209
    • MacArdle, J.1
  • 50
    • 0029941179 scopus 로고    scopus 로고
    • Spatial pattern analysis of functional brain images using partial least squares
    • MacIntosh AR, Bookstein FL, Haxby JV, Grady CL. Spatial pattern analysis of functional brain images using partial least squares. Neuroimage 1996; 3: 143-157
    • (1996) Neuroimage , vol.3 , pp. 143-157
    • MacIntosh, A.R.1    Bookstein, F.L.2    Haxby, J.V.3    Grady, C.L.4
  • 51
    • 0028044967 scopus 로고
    • Network analysis of cortical visual pathways mapped with PET
    • MacIntosh AR, Grady CL, Ungerleider LG et al. Network analysis of cortical visual pathways mapped with PET. J Neurosci 1994; 14: 655-666
    • (1994) J Neurosci , vol.14 , pp. 655-666
    • MacIntosh, A.R.1    Grady, C.L.2    Ungerleider, L.G.3
  • 52
    • 0142057012 scopus 로고    scopus 로고
    • A dynamic causal modeling study on category effects: Bottom-up or top-down mediation?
    • Mechelli A, Price CJ, Noppeney U, Friston KJ. A dynamic causal modeling study on category effects: bottom-up or top-down mediation? J Cogn Neurosci 2003; 15: 925-934
    • (2003) J Cogn Neurosci , vol.15 , pp. 925-934
    • Mechelli, A.1    Price, C.J.2    Noppeney, U.3    Friston, K.J.4
  • 53
    • 31844434619 scopus 로고    scopus 로고
    • Distributed BOLD-response in association cortex vector state space predicts reaction time during selective attention
    • Musso F, Konrad A, Vucurevic G et al. Distributed BOLD-response in association cortex vector state space predicts reaction time during selective attention. Neuroimage 2006; 29: 1311-1318
    • (2006) Neuroimage , vol.29 , pp. 1311-1318
    • Musso, F.1    Konrad, A.2    Vucurevic, G.3
  • 55
    • 0038388935 scopus 로고    scopus 로고
    • Schizophrenia subjects show intact success-related neural activation but impaired uncertainty processing during decision-making
    • Paulus MP, Frank L, Brown GG, Braff DL. Schizophrenia subjects show intact success-related neural activation but impaired uncertainty processing during decision-making. Neuropsychopharmacology 2003; 28: 795-806
    • (2003) Neuropsychopharmacology , vol.28 , pp. 795-806
    • Paulus, M.P.1    Frank, L.2    Brown, G.G.3    Braff, D.L.4
  • 56
    • 7044235213 scopus 로고    scopus 로고
    • Modelling functional integration: A comparison of structural equation and dynamic causal models
    • Penny WD, Stephan KE, Mechelli A, Friston KJ. Modelling functional integration: a comparison of structural equation and dynamic causal models. Neuroimage 2004; 23 Suppl 1: S264-S274
    • (2004) Neuroimage , vol.23 , Issue.SUPPL. 1
    • Penny, W.D.1    Stephan, K.E.2    Mechelli, A.3    Friston, K.J.4
  • 57
    • 0002958495 scopus 로고    scopus 로고
    • Mapping prefrontal cortical systems for the control of cognition
    • Toga A, Mazziotta JC eds, San Diego: Academic Press
    • Petrides M. Mapping prefrontal cortical systems for the control of cognition. In: Toga A, Mazziotta JC eds, Brain mapping: the systems. San Diego: Academic Press 2000; 157-176
    • (2000) Brain mapping: The systems , pp. 157-176
    • Petrides, M.1
  • 59
    • 44949127494 scopus 로고    scopus 로고
    • Neural models of Bayesian belief propagation
    • Doya K, Ishii S, Pouget A, Rao RPN eds, Cambridge. MA: MIT Press
    • Rao RPN. Neural models of Bayesian belief propagation. In: Doya K, Ishii S, Pouget A, Rao RPN eds, Bayesian Brain: Probabilistic Approaches to Neural Coding Cambridge. MA: MIT Press 2007; 235-264
    • (2007) Bayesian Brain: Probabilistic Approaches to Neural Coding , pp. 235-264
    • Rao RPN1
  • 60
    • 14244259417 scopus 로고    scopus 로고
    • Mapping directed influence over the brain using Granger causality and fMRI
    • Roebroeck A, 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, A.1    Formisano, E.2    Goebel, R.3
  • 61
    • 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 JR, Junior EA, Takahashi DY et al. A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality. Neuroimage 2006
    • (2006) Neuroimage
    • Sato, J.R.1    Junior, E.A.2    Takahashi, D.Y.3
  • 62
    • 0021328418 scopus 로고
    • Coordination of neuronal signals as structures in state space
    • Schild D. Coordination of neuronal signals as structures in state space. The International journal of neuroscience 1984; 22: 283-297
    • (1984) The International journal of neuroscience , vol.22 , pp. 283-297
    • Schild, D.1
  • 63
    • 0041669399 scopus 로고    scopus 로고
    • Altered effective connectivity during working memory performance in schizophrenia: A study with fMRI and structural equation modeling
    • Schlösser R, Gesierich T, Kaufmann B et al. Altered effective connectivity during working memory performance in schizophrenia: a study with fMRI and structural equation modeling. Neuroimage 2003; 19: 751-763
    • (2003) Neuroimage , vol.19 , pp. 751-763
    • Schlösser, R.1    Gesierich, T.2    Kaufmann, B.3
  • 65
    • 4344621494 scopus 로고    scopus 로고
    • Neural predictive error signal correlates with depressive illness severity in a game paradigm
    • Steele JD, Meyer M, Ebmeier KP. Neural predictive error signal correlates with depressive illness severity in a game paradigm. Neuroimage 2004; 23: 269-280
    • (2004) Neuroimage , vol.23 , pp. 269-280
    • Steele, J.D.1    Meyer, M.2    Ebmeier, K.P.3
  • 66
    • 33845194013 scopus 로고    scopus 로고
    • Predictive codes for forthcoming perception in the frontal cortex
    • Summerfield C, Egner T, Greene M et al. Predictive codes for forthcoming perception in the frontal cortex. Science 2006; 314: 1311-1314
    • (2006) Science , vol.314 , pp. 1311-1314
    • Summerfield, C.1    Egner, T.2    Greene, M.3
  • 67
    • 0036784490 scopus 로고    scopus 로고
    • Changes of cortico-striatal effective connectivity during visuomotor learning
    • Toni I, Rowe J, Stephan KE, Passingham RE. Changes of cortico-striatal effective connectivity during visuomotor learning. Cereb Cortex 2002; 12: 1040-1047
    • (2002) Cereb Cortex , vol.12 , pp. 1040-1047
    • Toni, I.1    Rowe, J.2    Stephan, K.E.3    Passingham, R.E.4
  • 68
    • 37549047357 scopus 로고    scopus 로고
    • Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB. New York: John Wiley & Sons
    • Heijden F van der, Duin R, Ridder D de, Tax DMJ. Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB. New York: John Wiley & Sons 2004
    • (2004) Heijden F van der, Duin R, Ridder D de, Tax DMJ
  • 70
    • 0022376719 scopus 로고
    • State-changes in the brain viewed as linear steady-states and non-linear transitions between steady-states
    • Wright JJ, Kydd RR, Lees GJ. State-changes in the brain viewed as linear steady-states and non-linear transitions between steady-states. Biological cybernetics 1985; 53: 11-17
    • (1985) Biological cybernetics , vol.53 , pp. 11-17
    • Wright, J.J.1    Kydd, R.R.2    Lees, G.J.3
  • 71
    • 33747172264 scopus 로고    scopus 로고
    • Detecting time-dependent coherence between non-stationary electrophysiological signals-A combined statistical and time-frequency approach
    • Zhan Y, Halliday D, Jiang P, Liu X, Feng J. Detecting time-dependent coherence between non-stationary electrophysiological signals-A combined statistical and time-frequency approach. Journal of neuroscience methods 2006
    • (2006) Journal of neuroscience methods
    • Zhan, Y.1    Halliday, D.2    Jiang, P.3    Liu, X.4    Feng, J.5


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