메뉴 건너뛰기




Volumn 90, Issue , 2014, Pages 196-206

Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis

Author keywords

Dynamic spatial change; FMRI; Independent vector analysis; Schizophrenia; Spatial functional network connectivity

Indexed keywords

DYNAMIC SPATIAL CHANGE; FMRI; INDEPENDENT VECTOR ANALYSIS; SCHIZOPHRENIA; SPATIAL FUNCTIONAL NETWORK CONNECTIVITY;

EID: 84893550211     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.12.063     Document Type: Article
Times cited : (171)

References (52)
  • 2
    • 84857030713 scopus 로고    scopus 로고
    • Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study
    • Allen E.A., Erhardt E.B., Wei Y., Eichele T., Calhoun V.D. Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study. Neuroimage 2011, 59(4):4141-4159.
    • (2011) Neuroimage , vol.59 , Issue.4 , pp. 4141-4159
    • Allen, E.A.1    Erhardt, E.B.2    Wei, Y.3    Eichele, T.4    Calhoun, V.D.5
  • 4
    • 84863351267 scopus 로고    scopus 로고
    • Joint blind source separation with multivariate Gaussian model: algorithms and performance analysis
    • Anderson M., Adali T., Li X.-L. Joint blind source separation with multivariate Gaussian model: algorithms and performance analysis. IEEE Trans. Signal Process. 2012, 60(4):1672-1683.
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.4 , pp. 1672-1683
    • Anderson, M.1    Adali, T.2    Li, X.-L.3
  • 7
    • 33645775748 scopus 로고    scopus 로고
    • A Bayesian approach to modeling dynamic effective connectivity with fMRI data
    • Bhattacharya S., Ringo Ho M.H., Purkayastha S. A Bayesian approach to modeling dynamic effective connectivity with fMRI data. Neuroimage 2006, 30(3):794-812.
    • (2006) Neuroimage , vol.30 , Issue.3 , pp. 794-812
    • Bhattacharya, S.1    Ringo Ho, M.H.2    Purkayastha, S.3
  • 8
    • 0030666829 scopus 로고    scopus 로고
    • Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modeling and fMRI
    • Büchel C., Friston K.J. Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modeling and fMRI. Cereb. Cortex 1997, 7(8):768-778.
    • (1997) Cereb. Cortex , vol.7 , Issue.8 , pp. 768-778
    • Büchel, C.1    Friston, K.J.2
  • 9
    • 0031578812 scopus 로고    scopus 로고
    • The dysplastic net hypothesis: an integration of developmental and dysconnectivity theories of schizophrenia
    • Bullmore E.T., Frangou S., Murray R.M. The dysplastic net hypothesis: an integration of developmental and dysconnectivity theories of schizophrenia. Schizophr. Res. 1997, 28(2):143-156.
    • (1997) Schizophr. Res. , vol.28 , Issue.2 , pp. 143-156
    • Bullmore, E.T.1    Frangou, S.2    Murray, R.M.3
  • 10
    • 84870993474 scopus 로고    scopus 로고
    • Multi-subject independent component analysis of fMRI: a decade of intrinsic networks, default mode, and neurodiagnostic discovery
    • Calhoun V.D., Adali T. Multi-subject independent component analysis of fMRI: a decade of intrinsic networks, default mode, and neurodiagnostic discovery. IEEE Rev. Biomed. Eng. 2012, 5:60-73.
    • (2012) IEEE Rev. Biomed. Eng. , vol.5 , pp. 60-73
    • Calhoun, V.D.1    Adali, T.2
  • 11
    • 0035033714 scopus 로고    scopus 로고
    • Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms
    • Calhoun V., Adali T., Pearlson G., Pekar J. Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms. Hum. Brain Mapp. 2001, 13(1):43-53.
    • (2001) Hum. Brain Mapp. , vol.13 , Issue.1 , pp. 43-53
    • Calhoun, V.1    Adali, T.2    Pearlson, G.3    Pekar, J.4
  • 12
    • 0034753663 scopus 로고    scopus 로고
    • A method for making group inferences from functional MRI data using independent component analysis
    • Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 2001, 14(3):140-151.
    • (2001) Hum. Brain Mapp. , vol.14 , Issue.3 , pp. 140-151
    • Calhoun, V.D.1    Adali, T.2    Pearlson, G.D.3    Pekar, J.J.4
  • 13
    • 55549121271 scopus 로고    scopus 로고
    • Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder
    • Calhoun V.D., Maciejewski P.K., Pearlson G.D., Kiehl K.A. Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Hum. Brain Mapp. 2007, 29(11):1265-1275.
    • (2007) Hum. Brain Mapp. , vol.29 , Issue.11 , pp. 1265-1275
    • Calhoun, V.D.1    Maciejewski, P.K.2    Pearlson, G.D.3    Kiehl, K.A.4
  • 14
    • 44949159748 scopus 로고    scopus 로고
    • Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks
    • Calhoun V.D., Kiehl K.A., Pearlson G.D. Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Hum. Brain Mapp. 2008, 29(7):828-838.
    • (2008) Hum. Brain Mapp. , vol.29 , Issue.7 , pp. 828-838
    • Calhoun, V.D.1    Kiehl, K.A.2    Pearlson, G.D.3
  • 15
    • 75249093217 scopus 로고    scopus 로고
    • Time-frequency dynamics of resting-state brain connectivity measured with fMRI
    • Chang C., Glover G.H. Time-frequency dynamics of resting-state brain connectivity measured with fMRI. Neuroimage 2010, 50(1):81-98.
    • (2010) Neuroimage , vol.50 , Issue.1 , pp. 81-98
    • Chang, C.1    Glover, G.H.2
  • 16
    • 70450284581 scopus 로고    scopus 로고
    • Neurological disorders in schizophrenia
    • Danielyan A., Nasrallah H.A. Neurological disorders in schizophrenia. Psychiatr. Clin. N. Am. 2009, 32(4):719-757.
    • (2009) Psychiatr. Clin. N. Am. , vol.32 , Issue.4 , pp. 719-757
    • Danielyan, A.1    Nasrallah, H.A.2
  • 18
    • 5444260163 scopus 로고    scopus 로고
    • Mutual information: a measure of dependency for nonlinear time series
    • Dionisio A., Menezes R., Mendes D.A. Mutual information: a measure of dependency for nonlinear time series. Physica A 2004, 344(1):326-329.
    • (2004) Physica A , vol.344 , Issue.1 , pp. 326-329
    • Dionisio, A.1    Menezes, R.2    Mendes, D.A.3
  • 20
    • 0036557907 scopus 로고    scopus 로고
    • What is the best similarity measure for motion correction in fMRI time series?
    • Freire L., Roche A., Mangin J.F. What is the best similarity measure for motion correction in fMRI time series?. IEEE Trans. Med. Imaging 2002, 21(5):470-484.
    • (2002) IEEE Trans. Med. Imaging , vol.21 , Issue.5 , pp. 470-484
    • Freire, L.1    Roche, A.2    Mangin, J.F.3
  • 21
  • 22
    • 0036334830 scopus 로고    scopus 로고
    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 2002, 15(4):870-878.
    • (2002) Neuroimage , vol.15 , Issue.4 , pp. 870-878
    • Genovese, C.R.1    Lazar, N.A.2    Nichols, T.3
  • 23
    • 0037422586 scopus 로고    scopus 로고
    • Functional connectivity in the resting brain: a network analysis of the default mode hypothesis
    • Greicius M.D., Krasnow B., Reiss A.L., Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. 2003, 100(1):253-258.
    • (2003) Proc. Natl. Acad. Sci. , vol.100 , Issue.1 , pp. 253-258
    • Greicius, M.D.1    Krasnow, B.2    Reiss, A.L.3    Menon, V.4
  • 24
    • 3042594840 scopus 로고    scopus 로고
    • Validating the independent components of neuroimaging time series via clustering and visualization
    • Himberg J., Hyvärinen A., Esposito F. Validating the independent components of neuroimaging time series via clustering and visualization. Neuroimage 2004, 22(3):1214-1222.
    • (2004) Neuroimage , vol.22 , Issue.3 , pp. 1214-1222
    • Himberg, J.1    Hyvärinen, A.2    Esposito, F.3
  • 25
    • 84880330342 scopus 로고    scopus 로고
    • Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques
    • Hutchison R.M., Womelsdorf T., Gati J.S., Everling S., Menon R.S. Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques. Hum. Brain Mapp. 2012, 34(9):2154-2177.
    • (2012) Hum. Brain Mapp. , vol.34 , Issue.9 , pp. 2154-2177
    • Hutchison, R.M.1    Womelsdorf, T.2    Gati, J.S.3    Everling, S.4    Menon, R.S.5
  • 27
    • 35748937612 scopus 로고    scopus 로고
    • Neuropathology of schizophrenia: a mini review
    • Iritani S. Neuropathology of schizophrenia: a mini review. Neuropathology 2007, 27(6):604-608.
    • (2007) Neuropathology , vol.27 , Issue.6 , pp. 604-608
    • Iritani, S.1
  • 28
    • 38749089029 scopus 로고    scopus 로고
    • A method for functional network connectivity among spatially independent resting-state components in schizophrenia
    • Jafri M.J., Pearlson G.D., Stevens M., Calhoun V.D. A method for functional network connectivity among spatially independent resting-state components in schizophrenia. Neuroimage 2008, 39(4):1666-1681.
    • (2008) Neuroimage , vol.39 , Issue.4 , pp. 1666-1681
    • Jafri, M.J.1    Pearlson, G.D.2    Stevens, M.3    Calhoun, V.D.4
  • 30
    • 79955476785 scopus 로고    scopus 로고
    • Characterizing dynamic functional connectivity in the resting brain using variable parameter regression and Kalman filtering approaches
    • Kang J., Wang L., Yan C., Wang J., Liang X., He Y. Characterizing dynamic functional connectivity in the resting brain using variable parameter regression and Kalman filtering approaches. Neuroimage 2011, 56(3):1222-1234.
    • (2011) Neuroimage , vol.56 , Issue.3 , pp. 1222-1234
    • Kang, J.1    Wang, L.2    Yan, C.3    Wang, J.4    Liang, X.5    He, Y.6
  • 32
    • 38949097776 scopus 로고    scopus 로고
    • Independent vector analysis (IVA): multivariate approach for fMRI group study
    • Lee J.H., Lee T.W., Jolesz F.A., Yoo S.S. Independent vector analysis (IVA): multivariate approach for fMRI group study. Neuroimage 2008, 40(1):86-109.
    • (2008) Neuroimage , vol.40 , Issue.1 , pp. 86-109
    • Lee, J.H.1    Lee, T.W.2    Jolesz, F.A.3    Yoo, S.S.4
  • 33
    • 77956779003 scopus 로고    scopus 로고
    • Independent component analysis by entropy bound minimization
    • Li X.-L., Adali T. Independent component analysis by entropy bound minimization. IEEE Trans. Signal Process. 2010, 58(10):5151-5164.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.10 , pp. 5151-5164
    • Li, X.-L.1    Adali, T.2
  • 34
    • 34247871491 scopus 로고    scopus 로고
    • Nonorthogonal joint diagonalization free of degenerate solution
    • Li X.-L., Zhang X.-D. Nonorthogonal joint diagonalization free of degenerate solution. IEEE Trans. Signal Process. 2007, 55(5):1803-1814.
    • (2007) IEEE Trans. Signal Process. , vol.55 , Issue.5 , pp. 1803-1814
    • Li, X.-L.1    Zhang, X.-D.2
  • 35
    • 30744453510 scopus 로고    scopus 로고
    • Widespread functional disconnectivity in schizophrenia with resting-state functional magnetic resonance imaging
    • Liang M., Zhou Y., Jiang T., Liu Z., Tian L., Liu H., Hao Y. Widespread functional disconnectivity in schizophrenia with resting-state functional magnetic resonance imaging. Neuroreport 2006, 17(2):209-213.
    • (2006) Neuroreport , vol.17 , Issue.2 , pp. 209-213
    • Liang, M.1    Zhou, Y.2    Jiang, T.3    Liu, Z.4    Tian, L.5    Liu, H.6    Hao, Y.7
  • 37
    • 82155191306 scopus 로고    scopus 로고
    • Automatic identification of functional clusters in fMRI data using spatial dependence
    • Ma S., Correa N.M., Li X.-L., Eichele T., Calhoun V.D., Adali T. Automatic identification of functional clusters in fMRI data using spatial dependence. IEEE Trans. Biomed. Eng. 2011, 58(12):3406-3417.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.12 , pp. 3406-3417
    • Ma, S.1    Correa, N.M.2    Li, X.-L.3    Eichele, T.4    Calhoun, V.D.5    Adali, T.6
  • 40
    • 0002322469 scopus 로고
    • On a test of whether one of two random variables is stochastically larger than the other
    • Mann H.B., Whitney D.R. On a test of whether one of two random variables is stochastically larger than the other. Ann. Math. Stat. 1947, 18(1):50-60.
    • (1947) Ann. Math. Stat. , vol.18 , Issue.1 , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 44
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
    • Peng H., Long F., Ding C. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 2005, 27(8):1226-1238.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 48
    • 65349122415 scopus 로고    scopus 로고
    • Dysconnection in schizophrenia: from abnormal synaptic plasticity to failures of self-monitoring
    • Stephan K.E., Friston K.J., Frith C.D. Dysconnection in schizophrenia: from abnormal synaptic plasticity to failures of self-monitoring. Schizophr. Bull. 2009, 35:509-527.
    • (2009) Schizophr. Bull. , vol.35 , pp. 509-527
    • Stephan, K.E.1    Friston, K.J.2    Frith, C.D.3
  • 49
    • 62749184860 scopus 로고    scopus 로고
    • An ICA-based method for the identification of optimal fMRI features and components using combined group-discriminative techniques
    • Sui J., Adali T., Pearlson G.D., Calhoun V.D. An ICA-based method for the identification of optimal fMRI features and components using combined group-discriminative techniques. Neuroimage 2009, 46(1):73-86.
    • (2009) Neuroimage , vol.46 , Issue.1 , pp. 73-86
    • Sui, J.1    Adali, T.2    Pearlson, G.D.3    Calhoun, V.D.4
  • 50
    • 59949083745 scopus 로고    scopus 로고
    • Functional connectivity of default mode network components: correlation, anticorrelation, and causality
    • Uddin L.Q., Clare Kelly A.M., Biswal B.B., Xavier Castellanos F., Milham M.P. Functional connectivity of default mode network components: correlation, anticorrelation, and causality. Hum. Brain Mapp. 2009, 30(2):625-637.
    • (2009) Hum. Brain Mapp. , vol.30 , Issue.2 , pp. 625-637
    • Uddin, L.Q.1    Clare Kelly, A.M.2    Biswal, B.B.3    Xavier Castellanos, F.4    Milham, M.P.5
  • 51
    • 68949180394 scopus 로고    scopus 로고
    • Schizophrenia
    • van Os J., Kapur S. Schizophrenia. Lancet 2009, 374(9690):635-645.
    • (2009) Lancet , vol.374 , Issue.9690 , pp. 635-645
    • van Os, J.1    Kapur, S.2
  • 52
    • 82655177885 scopus 로고    scopus 로고
    • Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task
    • Yu Q., Sui J., Rachakonda S., He H., Pearlson G.D., Calhoun V.D. Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task. Front. Syst. Neurosci. 2011, 5:7.
    • (2011) Front. Syst. Neurosci. , vol.5 , pp. 7
    • Yu, Q.1    Sui, J.2    Rachakonda, S.3    He, H.4    Pearlson, G.D.5    Calhoun, V.D.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.