메뉴 건너뛰기




Volumn 8, Issue JUNE, 2014, Pages

Preserving subject variability in group fMRI analysis: Performance evaluation of GICA vs. IVA

Author keywords

Brain network analysis; FMRI; Functional connectivity; Group ICA method; Independent vector analysis

Indexed keywords

ALGORITHM; ANALYTICAL ERROR; ARTICLE; CONTRAST TO NOISE RATIO; DEFAULT MODE NETWORK; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INDEPENDENT COMPONENT ANALYSIS; INDEPENDENT VECTOR ANALYSIS; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; MATHEMATICAL PHENOMENA; MULTIDIMENSIONAL SCALING; PRINCIPAL COMPONENT ANALYSIS; VARIANCE;

EID: 84903488735     PISSN: 16625137     EISSN: None     Source Type: Journal    
DOI: 10.3389/fnsys.2014.00106     Document Type: Article
Times cited : (66)

References (24)
  • 1
    • 82655168678 scopus 로고    scopus 로고
    • A baseline for the multivariate comparison of resting-state networks
    • doi: 10.3389/fnsys.2011.00002
    • Allen, E. A., Erhardt, E. B., Damaraju, E., Gruner, W., Segall, J. M., Silva, R. F., et al. (2011). A baseline for the multivariate comparison of resting-state networks. Front. Syst. Neurosci. 5:2. doi: 10.3389/fnsys.2011.00002
    • (2011) Front. Syst. Neurosci , vol.5 , pp. 2
    • Allen, E.A.1    Erhardt, E.B.2    Damaraju, E.3    Gruner, W.4    Segall, J.M.5    Silva, R.F.6
  • 2
    • 84857030713 scopus 로고    scopus 로고
    • Capturing inter-subject variability with group independent component analysis of fMRI data: A simulation study
    • doi: 10.1016/j.neuroimage.2011.10.010
    • Allen, E. A., Erhardt, E. B., Wei, Y., Eichele, T., and Calhoun, V. D. (2012). Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study. Neuroimage 59, 4141-4159. doi: 10.1016/j.neuroimage.2011.10.010
    • (2012) Neuroimage , vol.59 , pp. 4141-4159
    • Allen, E.A.1    Erhardt, E.B.2    Wei, Y.3    Eichele, T.4    Calhoun, V.D.5
  • 4
    • 68449088228 scopus 로고    scopus 로고
    • Human brain networks in health and disease
    • doi: 10.1097/WCO.0b013e32832d93dd
    • Bassett, D. S., and Bullmore, E. T. (2009). Human brain networks in health and disease. Curr. Opin. Neurol. 22, 340. doi: 10.1097/WCO.0b013e32832d93dd
    • (2009) Curr. Opin. Neurol , vol.22 , pp. 340
    • Bassett, D.S.1    Bullmore, E.T.2
  • 5
    • 0029411030 scopus 로고
    • An information maximisation approach to blind separation and blind deconvolution
    • doi: 10.1162/neco.1995.7.6.1129
    • Bell, A. J., and Sejnowski, T. J. (1995). An information maximisation approach to blind separation and blind deconvolution. Neural Comput. 7, 1129-1159. doi: 10.1162/neco.1995.7.6.1129
    • (1995) Neural Comput , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 6
    • 84870993474 scopus 로고    scopus 로고
    • Multi-subject independent component analysis of fMRI: A decade of intrinsic networks, default mode, and neurodiagnostic discovery
    • doi: 10.1109/RBME.2012.2211076
    • Calhoun, V., and Adali, T. (2012). Multi-subject independent component analysis of fMRI: a decade of intrinsic networks, default mode, and neurodiagnostic discovery. IEEE Rev. Biomed. Eng. 5, 60-73. doi: 10.1109/RBME.2012.2211076
    • (2012) IEEE Rev. Biomed. Eng , vol.5 , pp. 60-73
    • Calhoun, V.1    Adali, T.2
  • 7
    • 0034753663 scopus 로고    scopus 로고
    • A method for making group inferences from functional MRI data using independent component analysis
    • doi: 10.1002/hbm.1048
    • Calhoun, V., Adali, T., Pearlson, G., and Pekar, J. (2001). A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 14, 140-151. doi: 10.1002/hbm.1048
    • (2001) Hum. Brain Mapp , vol.14 , pp. 140-151
    • Calhoun, V.1    Adali, T.2    Pearlson, G.3    Pekar, J.4
  • 8
    • 74049153140 scopus 로고    scopus 로고
    • Functional brain networks in schizophrenia: A review
    • doi: 10.3389/neuro.09.017.2009
    • Calhoun, V. D., Eichele, T., and Pearlson, G. (2009). Functional brain networks in schizophrenia: a review. Front. Hum. Neurosci. 3:17. doi: 10.3389/neuro.09.017.2009
    • (2009) Front. Hum. Neurosci , vol.3 , pp. 17
    • Calhoun, V.D.1    Eichele, T.2    Pearlson, G.3
  • 9
    • 42649084678 scopus 로고    scopus 로고
    • Defining functional areas in individual human brains using resting functional connectivity MRI
    • doi: 10.1016/j.neuroimage.2008.01.066
    • Cohen, A. L., Fair, D. A., Dosenbach, N. U., Miezin, F. M., Dierker, D., Van Essen, D. C., et al. (2008). Defining functional areas in individual human brains using resting functional connectivity MRI. Neuroimage 41, 45. doi: 10.1016/j.neuroimage.2008.01.066
    • (2008) Neuroimage , vol.41 , pp. 45
    • Cohen, A.L.1    Fair, D.A.2    Dosenbach, N.U.3    Miezin, F.M.4    Dierker, D.5    van Essen, D.C.6
  • 11
    • 84857029874 scopus 로고    scopus 로고
    • SimTB, a simulation toolbox for fMRI data under a model of spatiotemporal separability
    • doi: 10.1016/j.neuroimage.2011.11.088
    • Erhardt, E. B., Allen, E. A., Wei, Y., Eichele, T., and Calhoun, V. D. (2012). SimTB, a simulation toolbox for fMRI data under a model of spatiotemporal separability. Neuroimage 59, 4160-4167. doi: 10.1016/j.neuroimage.2011.11.088
    • (2012) Neuroimage , vol.59 , pp. 4160-4167
    • Erhardt, E.B.1    Allen, E.A.2    Wei, Y.3    Eichele, T.4    Calhoun, V.D.5
  • 12
    • 81055133536 scopus 로고    scopus 로고
    • Comparison of multi-subject ICA methods for analysis of fMRI data
    • doi: 10.1002/hbm.21170
    • Erhardt, E. B., Rachakonda, S., Bedrick, E. J., Allen, E. A., Adali, T., and Calhoun, V. D. (2011). Comparison of multi-subject ICA methods for analysis of fMRI data. Hum. Brain Mapp. 32, 2075-2095. doi: 10.1002/hbm.21170
    • (2011) Hum. Brain Mapp , vol.32 , pp. 2075-2095
    • Erhardt, E.B.1    Rachakonda, S.2    Bedrick, E.J.3    Allen, E.A.4    Adali, T.5    Calhoun, V.D.6
  • 13
    • 34047186989 scopus 로고    scopus 로고
    • Aberrant "default mode" functional connectivity in schizophrenia
    • doi: 10.1176/appi.ajp.164.3.450
    • Garrity, A., Pearlson, G., McKiernan, K., Lloyd, D., Kiehl, K., and Calhoun, V. (2007). Aberrant "default mode" functional connectivity in schizophrenia. Am. J. Psychiatry 164, 450-457. doi: 10.1176/appi.ajp.164.3.450
    • (2007) Am. J. Psychiatry , vol.164 , pp. 450-457
    • Garrity, A.1    Pearlson, G.2    McKiernan, K.3    Lloyd, D.4    Kiehl, K.5    Calhoun, V.6
  • 14
    • 0033305929 scopus 로고    scopus 로고
    • Brain development during childhood and adolescence: A longitudinal MRI study
    • doi: 10.1038/13158
    • Giedd, J. N., Blumenthal, J., Jeffries, N. O., Castellanos, F. X., Liu, H., Zijdenbos, A., et al. (1999). Brain development during childhood and adolescence: a longitudinal MRI study. Nat. Neurosci. 2, 861-863. doi: 10.1038/13158
    • (1999) Nat. Neurosci , vol.2 , pp. 861-863
    • Giedd, J.N.1    Blumenthal, J.2    Jeffries, N.O.3    Castellanos, F.X.4    Liu, H.5    Zijdenbos, A.6
  • 15
    • 52049121840 scopus 로고    scopus 로고
    • Resting-state functional connectivity in neuropsychiatric disorders
    • doi: 10.1097/WCO.0b013e328306f2c5
    • Greicius, M. (2008). Resting-state functional connectivity in neuropsychiatric disorders. Curr. Opin. Neurol. 21, 424-430. doi: 10.1097/WCO.0b013e328306f2c5
    • (2008) Curr. Opin. Neurol , vol.21 , pp. 424-430
    • Greicius, M.1
  • 16
    • 84856153562 scopus 로고    scopus 로고
    • ICA-fNORM: Spatial normalization of fMRI data using intrinsic group-ICA networks
    • doi: 10.3389/fnsys.2011. 00093
    • Khullar, S., Michael, A. M., Cahill, N. D., Kiehl, K. A., Pearlson, G., Baum, S. A., et al. (2011). ICA-fNORM: spatial normalization of fMRI data using intrinsic group-ICA networks. Front. Syst. Neurosci. 5:93. doi: 10.3389/fnsys.2011. 00093
    • (2011) Front. Syst. Neurosci , vol.5 , pp. 93
    • Khullar, S.1    Michael, A.M.2    Cahill, N.D.3    Kiehl, K.A.4    Pearlson, G.5    Baum, S.A.6
  • 17
    • 34247143280 scopus 로고    scopus 로고
    • Fast fixed-point independent vector analysis algorithms for convolutive blind source separation
    • doi: 10.1016/j.sigpro.2007.01.010
    • Lee, I., Kim, T., and Lee, T.-W. (2007). Fast fixed-point independent vector analysis algorithms for convolutive blind source separation. Signal Process. 87, 1859-1871. doi: 10.1016/j.sigpro.2007.01.010
    • (2007) Signal Process , vol.87 , pp. 1859-1871
    • Lee, I.1    Kim, T.2    Lee, T.-W.3
  • 18
    • 38949097776 scopus 로고    scopus 로고
    • Independent vector analysis (IVA): Multivariate approach for fMRI group study
    • doi: 10.1016/j.neuroimage.2007.11.019
    • Lee, J.-H., Lee, T.-W., Jolesz, F. A., and Yoo, S.-S. (2008). Independent vector analysis (IVA): multivariate approach for fMRI group study. Neuroimage 40, 86. doi: 10.1016/j.neuroimage.2007.11.019
    • (2008) Neuroimage , vol.40 , pp. 86
    • Lee, J.-H.1    Lee, T.-W.2    Jolesz, F.A.3    Yoo, S.-S.4
  • 19
    • 79957908822 scopus 로고    scopus 로고
    • Joint blind source separation by generalized joint diagonalization of cumulant matrices
    • doi: 10.1016/j.sigpro.2011.04.016
    • Li, X.-L., Adali, T., and Anderson, M. (2011). Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Process. 91, 2314-2322. doi: 10.1016/j.sigpro.2011.04.016
    • (2011) Signal Process , vol.91 , pp. 2314-2322
    • Li, X.-L.1    Adali, T.2    Anderson, M.3
  • 20
    • 35948939625 scopus 로고    scopus 로고
    • Estimating the number of independent components for functional magnetic resonance imaging data
    • doi: 10.1002/hbm.20359
    • Li, Y. O., Adali, T., and Calhoun, V. D. (2007). Estimating the number of independent components for functional magnetic resonance imaging data. Hum. Brain Mapp. 28, 1251-1266. doi: 10.1002/hbm.20359
    • (2007) Hum. Brain Mapp , vol.28 , pp. 1251-1266
    • Li, Y.O.1    Adali, T.2    Calhoun, V.D.3
  • 22
    • 0031861367 scopus 로고    scopus 로고
    • Analysis of fMRI data by blind separation into independent spatial components
    • doi:, 10.1002/(SICI)1097-0193(1998)6:3%3C160::AID-HBM5%3E3.3.CO;2-R
    • McKeown, M. J., Makeig, S., Brown, G. G., Jung, T. P., Kindermann, S. S., Bell, A. J., et al. (1998). Analysis of fMRI data by blind separation into independent spatial components. Hum. Brain Mapp. 6, 160-188. doi: 10.1002/(SICI)1097-0193(1998)6:3%3C160::AID-HBM5%3E3.3.CO;2-R
    • (1998) Hum. Brain Mapp , vol.6 , pp. 160-188
    • McKeown, M.J.1    Makeig, S.2    Brown, G.G.3    Jung, T.P.4    Kindermann, S.S.5    Bell, A.J.6
  • 23
    • 36749045805 scopus 로고    scopus 로고
    • Selective changes of resting-state networks in individuals at risk for Alzheimer's disease
    • doi: 10.1073/pnas.0708803104
    • Sorg, C., Riedl, V., Mühlau, M., Calhoun, V. D., Eichele, T., Läer, L., et al. (2007). Selective changes of resting-state networks in individuals at risk for Alzheimer's disease. Proc. Natl. Acad. Sci. U.S.A. 104, 18760-18765. doi: 10.1073/pnas.0708803104
    • (2007) Proc. Natl. Acad. Sci. U.S.A , vol.104 , pp. 18760-18765
    • Sorg, C.1    Riedl, V.2    Mühlau, M.3    Calhoun, V.D.4    Eichele, T.5    Läer, L.6
  • 24
    • 0021892197 scopus 로고
    • Detection of signals by information theoretic criteria
    • doi: 10.1109/TASSP.1985.1164557
    • Wax, M., and Kailath, T. (1985). Detection of signals by information theoretic criteria. Acoust. Speech Signal Process. IEEE Trans. 33, 387-392. doi: 10.1109/TASSP.1985.1164557
    • (1985) Acoust. Speech Signal Process. IEEE Trans , vol.33 , pp. 387-392
    • Wax, M.1    Kailath, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.