메뉴 건너뛰기




Volumn 31, Issue 3, 2012, Pages 576-585

Group replicator dynamics: A novel group-wise evolutionary approach for sparse brain network detection

Author keywords

Functional connectivity; functional magnetic resonance imaging (fMRI); group analysis; inter subject variability; replicator dynamics; sparse principal component analysis (PCA)

Indexed keywords

FUNCTIONAL CONNECTIVITY; FUNCTIONAL MAGNETIC RESONANCE IMAGING (FMRI); GROUP ANALYSIS; INTER-SUBJECT VARIABILITY; REPLICATOR DYNAMICS; SPARSE PRINCIPAL COMPONENT ANALYSIS;

EID: 84857929858     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2011.2173699     Document Type: Article
Times cited : (13)

References (39)
  • 1
    • 34548047531 scopus 로고    scopus 로고
    • Assessing functional connectivity in the human brain by fMRI
    • DOI 10.1016/j.mri.2007.03.007, PII S0730725X07002238
    • B. P. Rogers, V. L. Morgan, A. T. Newton, and J. C. Gore, "Assessing functional connectivity in the human brain by fMRI, " Magn. Reson. Imaging, vol. 25, pp. 1347-1357, 2007. (Pubitemid 350122908)
    • (2007) Magnetic Resonance Imaging , vol.25 , Issue.10 , pp. 1347-1357
    • Rogers, B.P.1    Morgan, V.L.2    Newton, A.T.3    Gore, J.C.4
  • 2
    • 52049091838 scopus 로고    scopus 로고
    • Imaging structural and functional connectivity: Towards a unified definition of human brain organization?
    • M. Guye, F. Bartolomei, and J. P. Ranjeva, "Imaging structural and functional connectivity: Towards a unified definition of human brain organization?, " Curr. Opin. Neurol., vol. 21, pp. 393-403, 2008.
    • (2008) Curr. Opin. Neurol. , vol.21 , pp. 393-403
    • Guye, M.1    Bartolomei, F.2    Ranjeva, J.P.3
  • 4
    • 0027138523 scopus 로고
    • Time-dependent changes in effective connectivity measured with PET
    • K. J. Friston, C. D. Frith, and R. S. J. Frackowiak, "Time-dependent Changes in effective connectivity measured with PET, " Hum. Brain Mapp., vol. 1, pp. 69-79, 1993. (Pubitemid 2012895)
    • (1993) Human Brain Mapping , vol.1 , Issue.1 , pp. 69-79
    • Friston, K.J.1    Frith, C.D.2    Frackowiak, R.S.J.3
  • 5
    • 58149234673 scopus 로고    scopus 로고
    • Review of methods for functional brain connectivity detection using fMRI
    • K. Li, L. Guo, J. Nie, G. Li, and T. Liu, "Review of methods for functional brain connectivity detection using fMRI, " Comput. Med. Imaging Graph., vol. 33, pp. 131-139, 2009.
    • (2009) Comput. Med. Imaging Graph. , vol.33 , pp. 131-139
    • Li, K.1    Guo, L.2    Nie, J.3    Li, G.4    Liu, T.5
  • 6
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echoplanar MRI
    • B. Biswal, F. Z. Yetkin, V. M. Haughton, and J. S. Hyde, "Functional connectivity in the motor cortex of resting human brain using echoplanar MRI, " Magn. Reson. Med., vol. 4, pp. 537-541, 1995.
    • (1995) Magn. Reson. Med. , vol.4 , pp. 537-541
    • Biswal, B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 8
    • 33845986021 scopus 로고    scopus 로고
    • Detecting functional connectivity in the resting brain: A comparison between ICA and CCA
    • DOI 10.1016/j.mri.2006.09.032, PII S0730725X06003316
    • L. Ma, B. Wang, X. Chen, and J. Xiong, "Detecting functional connectivity in the resting brain: A comparison between ICA and CCA, " Magn. Reson. Imaging, vol. 25, pp. 47-56, 2007. (Pubitemid 46048946)
    • (2007) Magnetic Resonance Imaging , vol.25 , Issue.1 , pp. 47-56
    • Ma, L.1    Wang, B.2    Chen, X.3    Xiong, J.4
  • 9
    • 3042776628 scopus 로고    scopus 로고
    • Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest
    • DOI 10.1002/hbm.20022
    • V. G. van de Ven, E. Formisano, D. Prvulovic, C. H. Roeder, and D. E. Linden, "Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest, " Hum. Brain Mapp., vol. 22, pp. 165-178, 2004. (Pubitemid 38890996)
    • (2004) Human Brain Mapping , vol.22 , Issue.3 , pp. 165-178
    • Van De Ven, V.G.1    Formisano, E.2    Prvulovic, D.3    Roeder, C.H.4    Linden, D.E.J.5
  • 10
    • 0032796478 scopus 로고    scopus 로고
    • On clustering fMRI time series
    • DOI 10.1006/nimg.1998.0391
    • C. Goutte, P. Toft, E. Rostrup, F. A. Nielsen, and L. K. Hansen, "On clustering fMRI time series, " NeuroImage, vol. 9, pp. 298-310, 1999. (Pubitemid 29369868)
    • (1999) NeuroImage , vol.9 , Issue.3 , pp. 298-310
    • Goutte, C.1    Toft, P.2    Rostrup, E.3    Nielsen, F.A.4    Hansen, L.K.5
  • 11
    • 0036563292 scopus 로고    scopus 로고
    • Hierarchical clustering to measure connectivity in fMRI resting-state data
    • D. Cordes, V. Haughton, J. D. Carew, K. Arfanakis, and K. Maravilla, "Hierarchical clustering to measure connectivity in fMRI resting-state data, " Magn. Reson. Imaging, vol. 20, pp. 305-317, 2002.
    • (2002) Magn. Reson. Imaging , vol.20 , pp. 305-317
    • Cordes, D.1    Haughton, V.2    Carew, J.D.3    Arfanakis, K.4    Maravilla, K.5
  • 12
    • 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<160::AID-HBM5>3.0.CO;2-1
    • M. J. McKeown, S. Makeig, G. G. Brown, T. P. Jung, S. S. Kindermann, A. J. Bell, and T. J. Sejnowski, "Analysis of fMRI data by blind separation into independent spatial components, " Hum. Brain Mapp., vol. 6, pp. 160-188, 1998. (Pubitemid 28247339)
    • (1998) Human Brain Mapping , vol.6 , Issue.3 , 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    Sejnowski, T.J.7
  • 14
    • 56449124518 scopus 로고    scopus 로고
    • Expectation maximization for sparse and non-negative PCA
    • Helsinki, Finland
    • C. D. Sigg and J. M. Buhmann, "Expectation maximization for sparse and non-negative PCA, " in 25th Int. Conf. Machine Learning, Helsinki, Finland, 2008.
    • (2008) 25th Int. Conf. Machine Learning
    • Sigg, C.D.1    Buhmann, J.M.2
  • 15
    • 33751108300 scopus 로고    scopus 로고
    • Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers
    • DOI 10.1016/j.neuroimage.2006.08.041, PII S1053811906009244
    • F. De Martino, F. Gentile, F. Esposito, M. Balsi, F. Di Salle, R. Goebel, and E. Formisano, "Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers, " NeuroImage, vol. 34, pp. 177-194, 2007. (Pubitemid 44765254)
    • (2007) NeuroImage , vol.34 , Issue.1 , pp. 177-194
    • De Martino, F.1    Gentile, F.2    Esposito, F.3    Balsi, M.4    Di Salle, F.5    Goebel, R.6    Formisano, E.7
  • 16
    • 0034753663 scopus 로고    scopus 로고
    • A method for making group inferences from functional MRI data using independent component analysis
    • DOI 10.1002/hbm.1048
    • V. D. Calhoun, T. Adali, G. D. Pearlson, and J. J. Pekar, "A method for making group inferences from functional MRI data using independent component analysis, " Hum. Brain Mapp., vol. 14, pp. 140-151, 2001. (Pubitemid 33032347)
    • (2001) Human Brain Mapping , vol.14 , Issue.3 , pp. 140-151
    • Calhoun, V.D.1    Adali, T.2    Pearlson, G.D.3    Pekar, J.J.4
  • 17
    • 1542319069 scopus 로고    scopus 로고
    • Comparison of Three Methods for Generating Group Statistical Inferences from Independent Component Analysis of Functional Magnetic Resonance Imaging Data
    • DOI 10.1002/jmri.20009
    • V. J. Schmithorst and S. K. Holland, "Comparison of three methods for generating group statistical inferences from independent component analysis of functionalmagnetic resonance imaging data, " J. Magn. Reson. Imaging, vol. 19, pp. 365-368, 2004. (Pubitemid 38294778)
    • (2004) Journal of Magnetic Resonance Imaging , vol.19 , Issue.3 , pp. 365-368
    • Schmithorst, V.J.1    Holland, S.K.2
  • 18
    • 0034990499 scopus 로고    scopus 로고
    • Functional interactions of the inferior frontal cortex during the processing of words and word-like stimuli
    • DOI 10.1016/S0896-6273(01)00288-4
    • A. L. Bokde, M. A. Tagamets, R. B. Friedman, and B. Horwitz, "Functional interactions of the inferior frontal cortex during the processing of words and word-like stimuli, " Neuron, vol. 30, pp. 609-617, 2001. (Pubitemid 32530600)
    • (2001) Neuron , vol.30 , Issue.2 , pp. 609-617
    • Bokde, A.L.W.1    Tagamets, M.-A.2    Friedman, R.B.3    Horwitz, B.4
  • 19
    • 0036557909 scopus 로고    scopus 로고
    • Using replicator dynamics for analyzing fMRI data of the human brain
    • DOI 10.1109/TMI.2002.1009384, PII S0278006202055337
    • G. Lohmann and S. Bohn, "Using replicator dynamics for analyzing fMRI data of human brain, " Trans. Med. Imaging, vol. 21, pp. 485-492, 2002. (Pubitemid 34979825)
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , Issue.5 , pp. 485-492
    • Lohmann, G.1    Bohn, S.2
  • 20
    • 44349149239 scopus 로고    scopus 로고
    • Normalized cut group clustering of resting-state fMRI data
    • M. van den Heuvel, R. Mandl, and H. Hulshoff Pol, "Normalized cut group clustering of resting-state fMRI data, " PLoS ONE, vol. 3, p. e2001, 2008.
    • (2008) PLoS ONE , vol.3
    • Heuvel Den M.Van1    Mandl, R.2    Hulshoff Pol, H.3
  • 21
    • 0035205408 scopus 로고    scopus 로고
    • Can meaningful effective connectivities be obtained between auditory cortical regions?
    • DOI 10.1006/nimg.2001.0954
    • M. S. Goncalves, D. A. Hall, I. S. Johnsrude, and M. P. Haggard, "Can meaningful effective connectivities be obtained between auditory cortical regions, " NeuroImage, vol. 14, pp. 1353-1360, 2001. (Pubitemid 33124183)
    • (2001) NeuroImage , vol.14 , Issue.6 , pp. 1353-1360
    • Goncalves, M.S.1    Hall, D.A.2    Johnsrude, I.S.3    Haggard, M.P.4
  • 22
    • 70349331476 scopus 로고    scopus 로고
    • Discovering sparse functional brain networks using Group Replicator Dynamics (GRD)
    • B. Ng, R. Abugarbieh, and M. J. McKeown, "Discovering sparse functional brain networks using Group Replicator Dynamics (GRD), " Inf. Process. Med. Imaging, pp. 76-87, 2009.
    • (2009) Inf. Process. Med. Imaging , pp. 76-87
    • Ng, B.1    Abugarbieh, R.2    McKeown, M.J.3
  • 23
    • 33750466904 scopus 로고    scopus 로고
    • Small-world brain networks
    • B. S. Bassett, "Small-world brain networks, " The Neuroscientist, vol. 12, pp. 512-523, 2006.
    • (2006) The Neuroscientist , vol.12 , pp. 512-523
    • Bassett, B.S.1
  • 24
    • 0001190058 scopus 로고
    • Replicator dynamics
    • P. Schuster and K. Sigmund, "Replicator dynamics, " J. Theor. Biol., vol. 100, pp. 533-538, 1983.
    • (1983) J. Theor. Biol. , vol.100 , pp. 533-538
    • Schuster, P.1    Sigmund, K.2
  • 25
    • 84856715072 scopus 로고
    • A matrix inequality
    • J. F. C. Kingman, "A matrix inequality, " Quart. J. Math., vol. 12, pp. 78-80, 1961.
    • (1961) Quart. J. Math. , vol.12 , pp. 78-80
    • Kingman, J.F.C.1
  • 26
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the LASSO
    • R. Tibshirani, "Regression shrinkage and selection via the LASSO, " J. Royal Stat. Soc. Series B, vol. 58, pp. 267-288, 1996.
    • (1996) J. Royal Stat. Soc. Series B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 27
    • 0024666706 scopus 로고
    • Entropy expressions and their estimators for multivariate distributions
    • DOI 10.1109/18.30996
    • N. A. Ahmed and D. V. Gokhale, "Entropy expressions and their estimators for multivariate distribution, " Trans. Info. Theory, vol. 35, pp. 688-692, 1989. (Pubitemid 20606244)
    • (1989) IEEE Transactions on Information Theory , vol.35 , Issue.3 , pp. 688-692
    • Ahmed Nabil Ali1    Gokhale, D.V.2
  • 29
    • 26444479778 scopus 로고
    • Optimization by Simulated Annealing
    • S. Kirkpatrick, C. D. Gelett, and M. P. Vecchi, "Optimization by Simulated Annealing, " Science, vol. 220, pp. 621-630, 1983.
    • (1983) Science , vol.220 , pp. 621-630
    • Kirkpatrick, S.1    Gelett, C.D.2    Vecchi, M.P.3
  • 30
    • 0036136472 scopus 로고    scopus 로고
    • Nonparametric permutation tests for functional neuroimaging: A primer with examples
    • DOI 10.1002/hbm.1058
    • T. E. Nichols and A. P. Holmes, "Nonparametric permutation tests for functional neuroimaging: Aprimer with examples, " Hum Brain Mapp., vol. 15, pp. 1-25, 2002. (Pubitemid 34020610)
    • (2002) Human Brain Mapping , vol.15 , Issue.1 , pp. 1-25
    • Nichols, T.E.1    Holmes, A.P.2
  • 31
    • 0344823949 scopus 로고    scopus 로고
    • Caudate shape discrimination in schizophrenia using template-free non-parametric tests
    • Proc. 6th Int. Conf. of Medical Image Computing and Computer-Assisted Intervention, Montreal, Canada Part II
    • S. Vetsa, M. Styner, S. M. Pizer, J. A. Lieberman, and G. Gerig, "Caudate shape discrimination in schizophrenia using template-free non-parametric tests, " in Proc. 6th Int. Conf. of Medical Image Computing and Computer-Assisted Intervention, Montreal, Canada, 2003, vol. 2879, LNCS, pp. 661-669, Part II.
    • (2003) LNCS , vol.2879 , pp. 661-669
    • Vetsa, S.1    Styner, M.2    Pizer, S.M.3    Lieberman, J.A.4    Gerig, G.5
  • 32
    • 28644435667 scopus 로고    scopus 로고
    • Consequences of large interindividual variability for human brain atlases: Converging macroscopical imaging and microscopical neuroanatomy
    • DOI 10.1007/s00429-005-0042-4
    • H. B. Uylings, G. Rajkowska, E. Sanz-Arigita, K. Amunts, and K. Zilles, "Consequences of large interindividual variability for human brain atlases: Converging macroscopical imaging and microscopical neuroanatomy, " Anat. Embryol., vol. 210, pp. 423-431, 2005. (Pubitemid 41752603)
    • (2005) Anatomy and Embryology , vol.210 , Issue.5-6 , pp. 423-431
    • Uylings, H.B.M.1    Rajkowska, G.2    Sanz-Arigita, E.3    Amunts, K.4    Zilles, K.5
  • 33
    • 67249144547 scopus 로고    scopus 로고
    • Adverse effects of template-based warping on spatial fMRI analysis
    • B. Ng, R. Abugharbieh, and M. J. McKeown, "Adverse effects of template-based warping on spatial fMRI analysis, " in Proc. SPIE Med. Imaging, 2009, vol. 7262, p. 72621Y.
    • (2009) Proc. SPIE Med. Imaging , vol.7262
    • Ng, B.1    Abugharbieh, R.2    McKeown, M.J.3
  • 34
    • 84857928330 scopus 로고    scopus 로고
    • Variability of basal ganglia morphology after spatial normalization: Implications for group studies
    • Vancouver
    • J. Chen, M. J. McKeown, and M. F. Beg, "Variability of basal ganglia morphology after spatial normalization: Implications for group studies, " in 33rd Conf. Canadian Med. Biol. Engin. Soc., Vancouver, 2010.
    • (2010) 33rd Conf. Canadian Med. Biol. Engin. Soc.
    • Chen, J.1    McKeown, M.J.2    Beg, M.F.3
  • 35
    • 11844282803 scopus 로고    scopus 로고
    • An information-theoretic criterion for intrasubject alignment of FMRI time series: Motion corrected independent component analysis
    • DOI 10.1109/TMI.2004.837791
    • R. Liao, J. L. Krolik, and M. J. McKeown, "An information-theoretic criterion for intrasubject alignment of fMRI time series: Motion corrected independent component analysis, " Trans. Med. Imaging, vol. 24, pp. 29-44, 2005. (Pubitemid 40088553)
    • (2005) IEEE Transactions on Medical Imaging , vol.24 , Issue.1 , pp. 29-44
    • Liao, R.1    Krolik, J.L.2    McKeown, M.J.3
  • 36
    • 14144251861 scopus 로고    scopus 로고
    • Ipsilateral motor cortex activity during unimanual hand movements relates to task complexity
    • DOI 10.1152/jn.00720.2004
    • T. Verstynen, J. Diedrichsen, N. Albert, P. Aparicio, and R. B. Ivry, "Ipsilateral motor cortex activity during unimanual hand movements relates to task complexity, " J. Neuorphysiol., vol. 93, pp. 1209-1222, 2005. (Pubitemid 40283712)
    • (2005) Journal of Neurophysiology , vol.93 , Issue.3 , pp. 1209-1222
    • Verstynen, T.1    Diedrichsen, J.2    Albert, N.3    Aparicio, P.4    Ivry, R.B.5
  • 37
    • 0042671275 scopus 로고    scopus 로고
    • Internal vs external generation of movements: Differential neural pathways involved in bimanual coordination performed in the presence or absence of augmented visual feedback
    • DOI 10.1016/S1053-8119(03)00148-4
    • F. Debaere, N. Wenderoth, S. Sunaert, P. V. Hecke, and S. P. Swinnen, "Internal vs external generation of movements: Differential neural pathways involved in bimanual coordination performed in the presence or absence of augmented visual feedback, " NeuroImage, vol. 19, pp. 764-776, 2003. (Pubitemid 36918219)
    • (2003) NeuroImage , vol.19 , Issue.3 , pp. 764-776
    • Debaere, F.1    Wenderoth, N.2    Sunaert, S.3    Van Hecke, P.4    Swinnen, S.P.5
  • 38
    • 33846921833 scopus 로고    scopus 로고
    • Role of hyperactive cerebellum and motor cortex in Parkinson's disease
    • DOI 10.1016/j.neuroimage.2006.11.047, PII S105381190601175X
    • H. Yu, D. Sternad, D. M. Corcos, and D. E. Vaillancourt, "Role of hyperactive cerebellum and motor cortex in Parkinson's disease, " NeuroImage, vol. 35, pp. 222-233, 2007. (Pubitemid 46240941)
    • (2007) NeuroImage , vol.35 , Issue.1 , pp. 222-233
    • Yu, H.1    Sternad, D.2    Corcos, D.M.3    Vaillancourt, D.E.4
  • 39
    • 0031057238 scopus 로고    scopus 로고
    • The ipsilateral cerebellar hemisphere is overactive during hand movements in akinetic parkinsonian patients
    • DOI 10.1093/brain/120.1.103
    • O. Rascol, U. Sabatini, N. Fabre, C. Brefel, I. Loubinoux, P. Celsis, J. M. Senard, J. L. Montastruc, and F. Chollet, "The ipsilateral cerebellar hemisphere is overactive during hand movements in akinetic Parkinsonian patients, " Brain, vol. 120, pp. 103-110, 1997. (Pubitemid 27081264)
    • (1997) Brain , vol.120 , Issue.1 , pp. 103-110
    • Rascol, O.1    Sabatini, U.2    Fabre, N.3    Brefel, C.4    Loubinoux, I.5    Celsis, P.6    Senard, J.M.7    Montastruc, J.L.8    Chollet, F.9


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.