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Volumn 105, Issue , 2015, Pages 286-299

Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI

Author keywords

Functional connectivity; Resting state fMRI; Sparsity

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; CELL SUBPOPULATION; CONCEPTUAL FRAMEWORK; CONNECTOME; CONTROLLED STUDY; DATA ANALYSIS; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; MATHEMATICAL MODEL; NERVE CELL NETWORK; NORMAL HUMAN; PROCESS OPTIMIZATION; REPRODUCIBILITY; RESTING STATE NETWORK; SPARSE CONNECTIVITY PATTERN; SPATIAL ANALYSIS; SYNAPTIC TRANSMISSION; TIME SERIES ANALYSIS; YOUNG ADULT; BRAIN MAPPING; COMPUTER SIMULATION; FEMALE; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROCEDURES;

EID: 84918802470     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.09.058     Document Type: Article
Times cited : (98)

References (66)
  • 1
    • 77955518815 scopus 로고    scopus 로고
    • Link communities reveal multiscale complexity in networks
    • Ahn Y.Y., Bagrow J.P., Lehmann S. Link communities reveal multiscale complexity in networks. Nature 2010, 466:761-764.
    • (2010) Nature , vol.466 , pp. 761-764
    • Ahn, Y.Y.1    Bagrow, J.P.2    Lehmann, S.3
  • 2
    • 38849187993 scopus 로고    scopus 로고
    • Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain
    • Avants B.B., Epstein C.L., Grossman M., Gee J.C. Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med. Image Anal. 2008, 12:26-41.
    • (2008) Med. Image Anal. , vol.12 , pp. 26-41
    • Avants, B.B.1    Epstein, C.L.2    Grossman, M.3    Gee, J.C.4
  • 3
    • 78650181934 scopus 로고    scopus 로고
    • A reproducible evaluation of ANTs similarity metric performance in brain image registration
    • Avants B.B., Tustison N.J., Song G., Cook P.A., Klein A., Gee J.C. A reproducible evaluation of ANTs similarity metric performance in brain image registration. Neuroimage 2011, 54:2033-2044.
    • (2011) Neuroimage , vol.54 , pp. 2033-2044
    • Avants, B.B.1    Tustison, N.J.2    Song, G.3    Cook, P.A.4    Klein, A.5    Gee, J.C.6
  • 6
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • Biswal B., Zerrin Yetkin F., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995, 34:537-541.
    • (1995) Magn. Reson. Med. , vol.34 , pp. 537-541
    • Biswal, B.1    Zerrin Yetkin, F.2    Haughton, V.M.3    Hyde, J.S.4
  • 9
    • 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, 50:81-98.
    • (2010) Neuroimage , vol.50 , pp. 81-98
    • Chang, C.1    Glover, G.H.2
  • 12
    • 0036517313 scopus 로고    scopus 로고
    • Control of goal-directed and stimulus-driven attention in the brain
    • Corbetta M., Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain. Nat. Rev. Neurosci. 2002, 3:201-215.
    • (2002) Nat. Rev. Neurosci. , vol.3 , pp. 201-215
    • Corbetta, M.1    Shulman, G.L.2
  • 13
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput. Biomed. Res. 1996, 29:162-173.
    • (1996) Comput. Biomed. Res. , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 14
    • 48849086355 scopus 로고    scopus 로고
    • Optimal solutions for sparse principal component analysis
    • d'Aspremont A., Bach F., Ghaoui L.E. Optimal solutions for sparse principal component analysis. J. Mach. Learn. Res. 2008, 9:1269-1294.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 1269-1294
    • d'Aspremont, A.1    Bach, F.2    Ghaoui, L.E.3
  • 16
    • 33749255098 scopus 로고    scopus 로고
    • On the equivalence of nonnegative matrix factorization and spectral clustering
    • Ding C.H., He X., Simon H.D. On the equivalence of nonnegative matrix factorization and spectral clustering. SDM 2005, 606-610.
    • (2005) SDM , pp. 606-610
    • Ding, C.H.1    He, X.2    Simon, H.D.3
  • 18
    • 34547453134 scopus 로고    scopus 로고
    • Distinct brain networks for adaptive and stable task control in humans
    • Dosenbach N., Fair D., Miezin F., Cohen A., et al. Distinct brain networks for adaptive and stable task control in humans. Proc. Natl. Acad. Sci. 2007, 104(26):11073.
    • (2007) Proc. Natl. Acad. Sci. , vol.104 , Issue.26 , pp. 11073
    • Dosenbach, N.1    Fair, D.2    Miezin, F.3    Cohen, A.4
  • 22
    • 33745587302 scopus 로고    scopus 로고
    • Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems
    • Fox M.D., Corbetta M., Snyder A.Z., Vincent J.L., Raichle M.E. Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. Proc. Natl. Acad. Sci. 2006, 103:10046-10051.
    • (2006) Proc. Natl. Acad. Sci. , vol.103 , pp. 10046-10051
    • Fox, M.D.1    Corbetta, M.2    Snyder, A.Z.3    Vincent, J.L.4    Raichle, M.E.5
  • 23
    • 34748836443 scopus 로고    scopus 로고
    • Intrinsic fluctuations within cortical systems account for intertrial variability in human behavior
    • Fox M.D., Snyder A.Z., Vincent J.L., Raichle M.E. Intrinsic fluctuations within cortical systems account for intertrial variability in human behavior. Neuron 2007, 56:171-184.
    • (2007) Neuron , vol.56 , pp. 171-184
    • Fox, M.D.1    Snyder, A.Z.2    Vincent, J.L.3    Raichle, M.E.4
  • 24
    • 66349133709 scopus 로고    scopus 로고
    • The global signal and observed anticorrelated resting state brain networks
    • Fox M.D., Zhang D., Snyder A.Z., Raichle M.E. The global signal and observed anticorrelated resting state brain networks. J. Neurophysiol. 2009, 101:3270-3283.
    • (2009) J. Neurophysiol. , vol.101 , pp. 3270-3283
    • Fox, M.D.1    Zhang, D.2    Snyder, A.Z.3    Raichle, M.E.4
  • 25
    • 1842427969 scopus 로고    scopus 로고
    • Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI
    • Greicius M.D., Srivastava G., Reiss A.L., Menon V. Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc. Natl. Acad. Sci. U. S. A. 2004, 101:4637-4642.
    • (2004) Proc. Natl. Acad. Sci. U. S. A. , vol.101 , pp. 4637-4642
    • Greicius, M.D.1    Srivastava, G.2    Reiss, A.L.3    Menon, V.4
  • 26
    • 67949092690 scopus 로고    scopus 로고
    • Accurate and robust brain image alignment using boundary-based registration
    • Greve D.N., Fischl B. Accurate and robust brain image alignment using boundary-based registration. Neuroimage 2009, 48:63-72.
    • (2009) Neuroimage , vol.48 , pp. 63-72
    • Greve, D.N.1    Fischl, B.2
  • 27
    • 84879724953 scopus 로고    scopus 로고
    • The nuisance of nuisance regression: spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity
    • Hallquist M.N., Hwang K., Luna B. The nuisance of nuisance regression: spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity. NeuroImage 2013, 82:208-225.
    • (2013) NeuroImage , vol.82 , pp. 208-225
    • Hallquist, M.N.1    Hwang, K.2    Luna, B.3
  • 28
    • 33847609715 scopus 로고    scopus 로고
    • Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect
    • He B.J., Snyder A.Z., Vincent J.L., Epstein A., Shulman G.L., Corbetta M. Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 2007, 53:905-918.
    • (2007) Neuron , vol.53 , pp. 905-918
    • He, B.J.1    Snyder, A.Z.2    Vincent, J.L.3    Epstein, A.4    Shulman, G.L.5    Corbetta, M.6
  • 30
    • 84875380165 scopus 로고    scopus 로고
    • State-space analysis of working memory in schizophrenia: an FBIRN study
    • Janoos F., Brown G., Mórocz I., Wells W. State-space analysis of working memory in schizophrenia: an FBIRN study. Psychometrika 2013, 78:279-307.
    • (2013) Psychometrika , vol.78 , pp. 279-307
    • Janoos, F.1    Brown, G.2    Mórocz, I.3    Wells, W.4
  • 31
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • Jenkinson M., Bannister P., Brady M., Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage 2002, 17:825-841.
    • (2002) Neuroimage , vol.17 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 35
    • 0041654220 scopus 로고
    • Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
    • Kruskal J.B. Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika 1964, 29:1-27.
    • (1964) Psychometrika , vol.29 , pp. 1-27
    • Kruskal, J.B.1
  • 40
    • 0002223982 scopus 로고
    • Algorithms for the assignment and transportation problems
    • Munkres J. Algorithms for the assignment and transportation problems. J. Soc. Ind. Appl. Math. 1957, 5:32-38.
    • (1957) J. Soc. Ind. Appl. Math. , vol.5 , pp. 32-38
    • Munkres, J.1
  • 41
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • Newman M.E. Fast algorithm for detecting community structure in networks. Phys. Rev. E. 2004, 69:066133.
    • (2004) Phys. Rev. E. , vol.69 , pp. 066133
    • Newman, M.E.1
  • 42
    • 84857929858 scopus 로고    scopus 로고
    • Group replicator dynamics: a novel group-wise evolutionary approach for sparse brain network detection
    • Ng B., McKeown M.J., Abugharbieh R. Group replicator dynamics: a novel group-wise evolutionary approach for sparse brain network detection. IEEE Trans. Med. Imaging 2012, 31:576-585.
    • (2012) IEEE Trans. Med. Imaging , vol.31 , pp. 576-585
    • Ng, B.1    McKeown, M.J.2    Abugharbieh, R.3
  • 45
    • 39549086558 scopus 로고    scopus 로고
    • Maps of random walks on complex networks reveal community structure
    • Rosvall M., Bergstrom C.T. Maps of random walks on complex networks reveal community structure. Proc. Natl. Acad. Sci. 2008, 105:1118-1123.
    • (2008) Proc. Natl. Acad. Sci. , vol.105 , pp. 1118-1123
    • Rosvall, M.1    Bergstrom, C.T.2
  • 46
    • 79957450857 scopus 로고    scopus 로고
    • Weight-conserving characterization of complex functional brain networks
    • Rubinov M., Sporns O. Weight-conserving characterization of complex functional brain networks. Neuroimage 2011, 56:2068-2079.
    • (2011) Neuroimage , vol.56 , pp. 2068-2079
    • Rubinov, M.1    Sporns, O.2
  • 47
    • 84866121509 scopus 로고    scopus 로고
    • Trouble at rest: how correlation patterns and group differences become distorted after global signal regression
    • Saad Z.S., Gotts S.J., Murphy K., Chen G., Jo H.J., Martin A., Cox R.W. Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect. 2012, 2:25-32.
    • (2012) Brain Connect. , vol.2 , pp. 25-32
    • Saad, Z.S.1    Gotts, S.J.2    Murphy, K.3    Chen, G.4    Jo, H.J.5    Martin, A.6    Cox, R.W.7
  • 54
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17:143-155.
    • (2002) Hum. Brain Mapp. , vol.17 , pp. 143-155
    • Smith, S.M.1
  • 57
    • 80052399488 scopus 로고    scopus 로고
    • Generalized dictionary learning for symmetric positive definite matrices with application to nearest neighbor retrieval
    • Sra S., Cherian A. Generalized dictionary learning for symmetric positive definite matrices with application to nearest neighbor retrieval. Machine Learning and Knowledge Discovery in Databases 2011, 318-332.
    • (2011) Machine Learning and Knowledge Discovery in Databases , pp. 318-332
    • Sra, S.1    Cherian, A.2
  • 58
    • 34447340229 scopus 로고    scopus 로고
    • Stabilities of negative correlations between blood oxygen level-dependent signals associated with sensory and motor cortices
    • Tian L., Jiang T., Liang M., Li X., He Y., Wang K., Cao B., Jiang T. Stabilities of negative correlations between blood oxygen level-dependent signals associated with sensory and motor cortices. Hum. Brain Mapp. 2007, 28:681-690.
    • (2007) Hum. Brain Mapp. , vol.28 , pp. 681-690
    • Tian, L.1    Jiang, T.2    Liang, M.3    Li, X.4    He, Y.5    Wang, K.6    Cao, B.7    Jiang, T.8
  • 59
    • 70349930102 scopus 로고    scopus 로고
    • Community detection in networks with positive and negative links
    • Traag V., Bruggeman J. Community detection in networks with positive and negative links. Phys. Rev. E. 2009, 80:036115.
    • (2009) Phys. Rev. E. , vol.80 , pp. 036115
    • Traag, V.1    Bruggeman, J.2
  • 63
    • 57449106343 scopus 로고    scopus 로고
    • Evidence for a frontoparietal control system revealed by intrinsic functional connectivity
    • Vincent J.L., Kahn I., Snyder A.Z., Raichle M.E., Buckner R.L. Evidence for a frontoparietal control system revealed by intrinsic functional connectivity. J. Neurophysiol. 2008, 100:3328-3342.
    • (2008) J. Neurophysiol. , vol.100 , pp. 3328-3342
    • Vincent, J.L.1    Kahn, I.2    Snyder, A.Z.3    Raichle, M.E.4    Buckner, R.L.5
  • 64
    • 0034681515 scopus 로고    scopus 로고
    • Sparse coding and decorrelation in primary visual cortex during natural vision
    • Vinje W.E., Gallant J.L. Sparse coding and decorrelation in primary visual cortex during natural vision. Science 2000, 287:1273-1276.
    • (2000) Science , vol.287 , pp. 1273-1276
    • Vinje, W.E.1    Gallant, J.L.2
  • 65
    • 84882589751 scopus 로고    scopus 로고
    • Reduced functional connectivity within and between 'social' resting state networks in autism spectrum conditions
    • von dem Hagen E.A., Stoyanova R.S., Baron-Cohen S., Calder A.J. Reduced functional connectivity within and between 'social' resting state networks in autism spectrum conditions. Soc. Cogn. Affect. Neurosci. 2013, 8:694-701.
    • (2013) Soc. Cogn. Affect. Neurosci. , vol.8 , pp. 694-701
    • von dem Hagen, E.A.1    Stoyanova, R.S.2    Baron-Cohen, S.3    Calder, A.J.4
  • 66
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain mr images through a hidden Markov random field model and the expectation-maximization algorithm
    • Zhang Y., Brady M., Smith S. Segmentation of brain mr images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans. Med. Imaging 2001, 20:45-57.
    • (2001) IEEE Trans. Med. Imaging , vol.20 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3


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