메뉴 건너뛰기




Volumn 6, Issue , 2016, Pages

Functional Brain Networks: Does the Choice of Dependency Estimator and Binarization Method Matter?

Author keywords

[No Author keywords available]

Indexed keywords

AGED; ALGORITHM; ALZHEIMER DISEASE; BIOLOGICAL MODEL; BRAIN; DECISION MAKING; ELECTROENCEPHALOGRAPHY; HUMAN; MIDDLE AGED; NERVE CELL NETWORK; PATHOPHYSIOLOGY; PHYSIOLOGY;

EID: 84978745590     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep29780     Document Type: Article
Times cited : (86)

References (64)
  • 1
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • Bullmore, E., Sporns, O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nature Reviews Neuroscience 10, 186-198 (2009).
    • (2009) Nature Reviews Neuroscience , vol.10 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 2
    • 48349097292 scopus 로고    scopus 로고
    • Mapping the structural core of human cerebral cortex
    • Hagmann, P. et al. Mapping the structural core of human cerebral cortex. PLos Biology 6, e169 (2008).
    • (2008) PLos Biology , vol.6 , pp. e169
    • Hagmann, P.1
  • 3
    • 30744439313 scopus 로고    scopus 로고
    • A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs
    • Achard, S., Salvador, R., Whitcher, B., Suckling, J., Bullmore, E. A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. Journal of Neuroscience 26, 63-72 (2006).
    • (2006) Journal of Neuroscience , vol.26 , pp. 63-72
    • Achard, S.1    Salvador, R.2    Whitcher, B.3    Suckling, J.4    Bullmore, E.5
  • 4
    • 33845742477 scopus 로고    scopus 로고
    • Small-world networks and functional connectivity in Alzheimer's disease
    • Stam, C.J., Jones, B.F., Nolte, G., Breakspear, M., Scheltens, P. Small-world networks and functional connectivity in Alzheimer's disease. Cerebral Cortex 17, 92-99 (2007).
    • (2007) Cerebral Cortex , vol.17 , pp. 92-99
    • Stam, C.J.1    Jones, B.F.2    Nolte, G.3    Breakspear, M.4    Scheltens, P.5
  • 5
    • 84942868333 scopus 로고    scopus 로고
    • Resiliency of EEG-based brain functional networks
    • Jalili, M. Resiliency of EEG-based brain functional networks. PLosONE 10, e0135333 (2015).
    • (2015) PLosONE , vol.10 , pp. e0135333
    • Jalili, M.1
  • 6
    • 84887291519 scopus 로고    scopus 로고
    • Structural and functional brain networks: From connections to cognition
    • Park, H.-J., Friston, K. Structural and functional brain networks: from connections to cognition. Science 342, 1238411 (2013).
    • (2013) Science , vol.342 , pp. 1238411
    • Park, H.-J.1    Friston, K.2
  • 10
    • 84941177241 scopus 로고    scopus 로고
    • Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy
    • Bernhardt, B.C., Bonilha, L., Gross, D.W. Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy. Epilepsy, Behavior 50, 162-170 (2015).
    • (2015) Epilepsy, Behavior , vol.50 , pp. 162-170
    • Bernhardt, B.C.1    Bonilha, L.2    Gross, D.W.3
  • 11
    • 34547734497 scopus 로고    scopus 로고
    • Whole brain functional connectivity in the early blind
    • Liu, Y. et al. Whole brain functional connectivity in the early blind. Brain 130, 2085-2096 (2007).
    • (2007) Brain , vol.130 , pp. 2085-2096
    • Liu, Y.1
  • 12
    • 84876335208 scopus 로고    scopus 로고
    • Brain functional networks in syndromic and non-syndromic autism: A graph theoretical study of EEG connectivity
    • Peters, J.M. et al. Brain functional networks in syndromic and non-syndromic autism: a graph theoretical study of EEG connectivity. BMC Medicine 11, 54 (2013).
    • (2013) BMC Medicine , vol.11 , pp. 54
    • Peters, J.M.1
  • 13
    • 84886638866 scopus 로고    scopus 로고
    • Altered resting state brain networks in Parkinson's disease
    • M.G. et al.
    • M. G. et al. Altered Resting State Brain Networks in Parkinson's Disease. PLosOne 8, e77336 (2013).
    • (2013) PLosOne , vol.8 , pp. e77336
  • 14
    • 3042662696 scopus 로고    scopus 로고
    • Heterogeneous age-related breakdown of white matter structural integrity: Implications for cortical disconnection in aging and Alzheimer's disease
    • Bartzokis, G. et al. Heterogeneous age-related breakdown of white matter structural integrity: implications for cortical "disconnection" in aging and Alzheimer's disease. Neurobiology of Aging 25, 843-851 (2004).
    • (2004) Neurobiology of Aging , vol.25 , pp. 843-851
    • Bartzokis, G.1
  • 15
    • 35148890661 scopus 로고    scopus 로고
    • Altered functional connectivity in early Alzheimer's disease: A resting-state fMRI study
    • Wang, K. et al. Altered functional connectivity in early Alzheimer's disease: a resting-state fMRI study. Human Brain Mapping 28, 967-978 (2007).
    • (2007) Human Brain Mapping , vol.28 , pp. 967-978
    • Wang, K.1
  • 16
    • 60849136325 scopus 로고    scopus 로고
    • Cortical hubs revealed by intrinsic functional connectivity: Mapping, assessment of stability, and relation to Alzheimer's disease
    • Buckner, R.L., Sepulcre, J., Talukdar, T., Krienen, F.M. Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease. Journal of Neuroscience 29, 1860-1873 (2009).
    • (2009) Journal of Neuroscience , vol.29 , pp. 1860-1873
    • Buckner, R.L.1    Sepulcre, J.2    Talukdar, T.3    Krienen, F.M.4
  • 17
    • 2342563093 scopus 로고    scopus 로고
    • EEG synchronization likelihood in mild cognitive impairment and Alzheimer's disease during a working memory task
    • Pijnenburg, Y.A. et al. EEG synchronization likelihood in mild cognitive impairment and Alzheimer's disease during a working memory task. Journal of Clinical Neurophysiology 115, 1332-1339 (2004).
    • (2004) Journal of Clinical Neurophysiology , vol.115 , pp. 1332-1339
    • Pijnenburg, Y.A.1
  • 18
    • 77952883617 scopus 로고    scopus 로고
    • Topography of EEG multivariate phase synchronization in early Alzheimer's disease
    • Knyazeva, M.G. et al. Topography of EEG multivariate phase synchronization in early Alzheimer's disease. Neurobiology of Aging 31, 1132-1144 (2010).
    • (2010) Neurobiology of Aging , vol.31 , pp. 1132-1144
    • Knyazeva, M.G.1
  • 19
    • 84964809509 scopus 로고    scopus 로고
    • Perception-related EEG is more sensitive to Alzheimer's disease effects than resting EEG
    • Barzegaran, E., van Damme, B., Meuli, R., Knyazeva, M.G. Perception-related EEG is more sensitive to Alzheimer's disease effects than resting EEG. Neurobiology of Aging 43, 129-139 (2016).
    • (2016) Neurobiology of Aging , vol.43 , pp. 129-139
    • Barzegaran, E.1    Van Damme, B.2    Meuli, R.3    Knyazeva, M.G.4
  • 20
    • 58949094701 scopus 로고    scopus 로고
    • Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease
    • Stam, C.J. et al. Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease. Brain 132, 213-224 (2009).
    • (2009) Brain , vol.132 , pp. 213-224
    • Stam, C.J.1
  • 21
    • 44649118754 scopus 로고    scopus 로고
    • Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease
    • He, Y., Chen, Z., Evans, A. Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease. Journal of Neuroscience 28, 4756-4766 (2008).
    • (2008) Journal of Neuroscience , vol.28 , pp. 4756-4766
    • He, Y.1    Chen, Z.2    Evans, A.3
  • 22
    • 84999702467 scopus 로고    scopus 로고
    • Directed functional networks in Alzheimer's disease: Disruption of global and local connectivity measures
    • Afshari, S., Jalili, M. Directed functional networks in Alzheimer's disease: disruption of global and local connectivity measures. IEEE Journal of Biomedical and Health Informatics (2016).
    • (2016) IEEE Journal of Biomedical and Health Informatics
    • Afshari, S.1    Jalili, M.2
  • 23
    • 84873647166 scopus 로고    scopus 로고
    • Disrupted functional brain connectome in individuals at risk for Alzheimer's disease
    • Wang, J. et al. Disrupted functional brain connectome in individuals at risk for Alzheimer's disease. Biological Psychiatry 73, 472-481 (2013).
    • (2013) Biological Psychiatry , vol.73 , pp. 472-481
    • Wang, J.1
  • 25
    • 84858138977 scopus 로고    scopus 로고
    • On the use of correlation as a measure of network connectivity
    • Zalesky, A., Fornito, A., Bullmore, E. On the use of correlation as a measure of network connectivity. NeuroImage 60, 2096-2106 (2012).
    • (2012) NeuroImage , vol.60 , pp. 2096-2106
    • Zalesky, A.1    Fornito, A.2    Bullmore, E.3
  • 26
    • 84933671659 scopus 로고    scopus 로고
    • Properties of functional brain networks correlate frequency of psychogenic non-epileptic seizures
    • Barzegaran, E. et al. Properties of functional brain networks correlate frequency of psychogenic non-epileptic seizures. Frontiers in Human Neuroscience 6, 335 (2012).
    • (2012) Frontiers in Human Neuroscience , vol.6 , pp. 335
    • Barzegaran, E.1
  • 27
    • 79959520303 scopus 로고    scopus 로고
    • Constructing brain functional networks from EEG: Partial and unpartial correlations
    • Jalili, M., Knyazeva, M.G. Constructing brain functional networks from EEG: partial and unpartial correlations. Journal of Integrative Neuroscience 10, 213-232 (2011).
    • (2011) Journal of Integrative Neuroscience , vol.10 , pp. 213-232
    • Jalili, M.1    Knyazeva, M.G.2
  • 28
    • 85081786339 scopus 로고    scopus 로고
    • Graph theoretical analysis of resting magnetoencephalographic functional connectivity networks
    • Rutter, L. et al. Graph theoretical analysis of resting magnetoencephalographic functional connectivity networks. Frontiers in Computational Neuroscience 7, 93 (2013).
    • (2013) Frontiers in Computational Neuroscience , vol.7 , pp. 93
    • Rutter, L.1
  • 29
    • 84860840927 scopus 로고    scopus 로고
    • Functional brain network efficiency predicts intelligence
    • Langer, N. et al. Functional brain network efficiency predicts intelligence. Human Brain Mapping 33, 1393-1406 (2012).
    • (2012) Human Brain Mapping , vol.33 , pp. 1393-1406
    • Langer, N.1
  • 30
    • 84861459104 scopus 로고    scopus 로고
    • The organization of physiological brain networks
    • Epub ahead of print
    • Stam, C.J., van Straaten, E.C. The organization of physiological brain networks. Clinical Neurophysiology, Epub ahead of print (2012).
    • (2012) Clinical Neurophysiology
    • Stam, C.J.1    Van Straaten, E.C.2
  • 31
    • 84921516116 scopus 로고    scopus 로고
    • Aging alterations in whole-brain networks during adulthood mapped with the minimum spanning tree indices: The interplay of density, connectivity cost and life-time trajectory
    • Otte, W.M. et al. Aging alterations in whole-brain networks during adulthood mapped with the minimum spanning tree indices: The interplay of density, connectivity cost and life-time trajectory. NeuroImage 109, 171-189 (2015).
    • (2015) NeuroImage , vol.109 , pp. 171-189
    • Otte, W.M.1
  • 32
    • 84921507282 scopus 로고    scopus 로고
    • The minimum spanning tree: An unbiased method for brain network analysis
    • Tewarie, P., van Dellen, E., Hillebrand, A., Stam, C.J. The minimum spanning tree: An unbiased method for brain network analysis. NeuroImage 104, 177-188 (2015).
    • (2015) NeuroImage , vol.104 , pp. 177-188
    • Tewarie, P.1    Van Dellen, E.2    Hillebrand, A.3    Stam, C.J.4
  • 33
    • 0037087387 scopus 로고    scopus 로고
    • Synchronization likelihood: An unbiased measure of generalized synchronization in multivariate data sets
    • Stam, C.J., van Dijk, B.W. Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets. Physica D 163, 236-251 (2002).
    • (2002) Physica D , vol.163 , pp. 236-251
    • Stam, C.J.1    Van Dijk, B.W.2
  • 34
    • 33748886906 scopus 로고    scopus 로고
    • Small-world networks and disturbed functional connectivity in schizophrenia
    • Micheloyannis, S. et al. Small-world networks and disturbed functional connectivity in schizophrenia. Schizophrenia Research 87, 60-66 (2006).
    • (2006) Schizophrenia Research , vol.87 , pp. 60-66
    • Micheloyannis, S.1
  • 35
    • 85018922585 scopus 로고    scopus 로고
    • Growing trees in child brains: Graph theoretical analysis of electroencephalography-derived minimum spanning tree in 5-and 7-year-old children reflects brain maturation
    • Boersma, M. et al. Growing trees in child brains: graph theoretical analysis of electroencephalography-derived minimum spanning tree in 5-and 7-year-old children reflects brain maturation. Brain Connectivity 3, 50-60 (2013).
    • (2013) Brain Connectivity , vol.3 , pp. 50-60
    • Boersma, M.1
  • 36
    • 77954739673 scopus 로고    scopus 로고
    • Functional connectivity and brain networks in schizophrenia
    • Lynall, M.-E. et al. Functional connectivity and brain networks in schizophrenia. Journal of Neuroscience 30, 9477-9487 (2010).
    • (2010) Journal of Neuroscience , vol.30 , pp. 9477-9487
    • Lynall, M.-E.1
  • 37
    • 84940614705 scopus 로고    scopus 로고
    • Minimum connected component-A novel approach to detection of cognitive load induced changes in functional brain networks
    • Vijayalakshmi, R. et al. Minimum connected component-A novel approach to detection of cognitive load induced changes in functional brain networks. Neurocomputing 107, 15-31 (2015).
    • (2015) Neurocomputing , vol.107 , pp. 15-31
    • Vijayalakshmi, R.1
  • 38
    • 0021271971 scopus 로고
    • Clinical diagnosis of Alzheimer's disease: Report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease
    • McKhann, G. et al. Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease. Neurology 34, 939-944 (1984).
    • (1984) Neurology , vol.34 , pp. 939-944
    • McKhann, G.1
  • 39
    • 0016823810 scopus 로고
    • Mini-Mental state: A practical method for grading the cognitive state of patients for the clinician
    • Folstein, M.F., McHugh, P. Mini-Mental state: A practical method for grading the cognitive state of patients for the clinician. Journal of Psychiatric Research 12, 189-198 (1975).
    • (1975) Journal of Psychiatric Research , vol.12 , pp. 189-198
    • Folstein, M.F.1    McHugh, P.2
  • 40
    • 84910058059 scopus 로고    scopus 로고
    • Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging
    • Carmeli, C., Fornari, E., Jalili, M., Meuli, R., Knyazeva, M.G. Structural covariance of superficial white matter in mild Alzheimer's disease compared to normal aging. Brain and Behavior 4, 721-737 (2014).
    • (2014) Brain and Behavior , vol.4 , pp. 721-737
    • Carmeli, C.1    Fornari, E.2    Jalili, M.3    Meuli, R.4    Knyazeva, M.G.5
  • 43
    • 84866164327 scopus 로고    scopus 로고
    • EEG-based functional brain networks: Does the network size matter?
    • Joudaki, A., Salehi, N., Jalili, M., Knyazeva, M.G. EEG-based functional brain networks: does the network size matter? PLosOne 7, 0035673 (2012).
    • (2012) PLosOne , vol.7 , pp. 0035673
    • Joudaki, A.1    Salehi, N.2    Jalili, M.3    Knyazeva, M.G.4
  • 45
    • 33645804797 scopus 로고    scopus 로고
    • Classification of epilepsy types through global network analysis of scalp electroencephalograms
    • Lee, U., Kim, S., Jung, K.Y. Classification of epilepsy types through global network analysis of scalp electroencephalograms. Physical Review E 7, 041920 (2006).
    • (2006) Physical Review e , vol.7 , pp. 041920
    • Lee, U.1    Kim, S.2    Jung, K.Y.3
  • 46
    • 18244392161 scopus 로고    scopus 로고
    • Economic small-world behavior in weighted networks
    • Latora, V., Marchiori, M. Economic small-world behavior in weighted networks. European Phycisal Journal B 32, 249-263 (2003).
    • (2003) European Phycisal Journal B , vol.32 , pp. 249-263
    • Latora, V.1    Marchiori, M.2
  • 47
    • 84865730611 scopus 로고
    • Set of measures of centrality based on betweenness
    • Freeman, L.C. Set of measures of centrality based on betweenness. Siociometry 40, 35-41 (1977).
    • (1977) Siociometry , vol.40 , pp. 35-41
    • Freemanl, C.1
  • 49
    • 18744389789 scopus 로고    scopus 로고
    • Assortative mixing in networks
    • Newman, M.E.J. Assortative mixing in networks. Physical Review Letters 89, 208701 (2002).
    • (2002) Physical Review Letters , vol.89 , pp. 208701
    • Newman, M.E.J.1
  • 50
    • 69949085413 scopus 로고    scopus 로고
    • Functional neural network analysis in frontotemporal dementia and Alzheimer's disease using EEG and graph theory
    • de Haan, W. et al. Functional neural network analysis in frontotemporal dementia and Alzheimer's disease using EEG and graph theory. BMC Neuroscience 10, 101-101 (2009).
    • (2009) BMC Neuroscience , vol.10 , pp. 101
    • De Haan, W.1
  • 51
    • 78249275549 scopus 로고    scopus 로고
    • Loss of 'small-world' networks in Alzheimer's disease: Graph analysis of FMRI resting-state functional connectivity
    • Sanz-Arigita, E.J. et al. Loss of 'small-world' networks in Alzheimer's disease: graph analysis of FMRI resting-state functional connectivity. PLosone 5, e13788 (2010).
    • (2010) PLosone , vol.5 , pp. e13788
    • Sanz-Arigita, E.J.1
  • 52
    • 84863357733 scopus 로고    scopus 로고
    • Disrupted small-world brain networks in moderate Alzheimer's disease: A resting-state FMRI study
    • Zhao, X. et al. Disrupted small-world brain networks in moderate Alzheimer's disease: a resting-state FMRI study. PLosone 7, e33540 (2012).
    • (2012) PLosone , vol.7 , pp. e33540
    • Zhao, X.1
  • 56
    • 10044272873 scopus 로고    scopus 로고
    • Decreased EEG synchronization in Alzheimer's disease and mild cognitive impairment
    • Koenig, T. et al. Decreased EEG synchronization in Alzheimer's disease and mild cognitive impairment. Neurobiology of Aging 26, 165-171 (2005).
    • (2005) Neurobiology of Aging , vol.26 , pp. 165-171
    • Koenig, T.1
  • 57
    • 84872402445 scopus 로고    scopus 로고
    • Whole-brain functional networks in cognitively normal mild cognitive impairment, and Alzheimer's disease
    • Seo, E.H. et al. Whole-brain Functional Networks in Cognitively Normal, Mild Cognitive Impairment, and Alzheimer's Disease. PLosOne 8, e53922 (2013).
    • (2013) PLosOne , vol.8 , pp. e53922
    • Seo, E.H.1
  • 58
    • 69949085413 scopus 로고    scopus 로고
    • Functional neural network analysis in frontotemporal dementia and Alzheimer's disease using EEG and graph theory
    • de Haan, W. et al. Functional neural network analysis in frontotemporal dementia and Alzheimer's disease using EEG and graph theory. BMC Neuroscience 10, 101 (2009).
    • (2009) BMC Neuroscience , vol.10 , pp. 101
    • De Haan, W.1
  • 59
    • 46249131887 scopus 로고    scopus 로고
    • Network analysis of intrinsic functional brain connectivity in Alzheimer's disease
    • Supekar, K., Menon, V., Rubin, D., Musen, M., Greicius, M.D. Network analysis of intrinsic functional brain connectivity in Alzheimer's disease. PLosComputational Biology 4, e1000100 (2008).
    • (2008) PLosComputational Biology , vol.4 , pp. e1000100
    • Supekar, K.1    Menon, V.2    Rubin, D.3    Musen, M.4    Greicius, M.D.5
  • 60
    • 84891371277 scopus 로고    scopus 로고
    • Functional connectivity and graph theory in preclinical Alzheimer's disease
    • Brier, M.R. et al. Functional connectivity and graph theory in preclinical Alzheimer's disease. Neurobiology of Aging 35, 757-768 (2014).
    • (2014) Neurobiology of Aging , vol.35 , pp. 757-768
    • Brier, M.R.1
  • 61
    • 84883367290 scopus 로고    scopus 로고
    • Exploring the functional brain network of Alzheimer's disease: Based on the computational experiment
    • Li, Y., Qin, Y., Chen, X., Li, W. Exploring the functional brain network of Alzheimer's disease: based on the computational experiment. PLosOne 8, e73186 (2013).
    • (2013) PLosOne , vol.8 , pp. e73186
    • Li, Y.1    Qin, Y.2    Chen, X.3    Li, W.4
  • 62
    • 78249275549 scopus 로고    scopus 로고
    • Loss of 'small-world' networks in Alzheimer's disease: Graph analysis of fMRI resting-state functional connectivity
    • Sanz-Arigita, E.J. et al. Loss of 'small-world' networks in Alzheimer's disease: graph analysis of fMRI resting-state functional connectivity. PLosOne 5, e13788 (2010).
    • (2010) PLosOne , vol.5 , pp. e13788
    • Sanz-Arigita, E.J.1
  • 63
    • 84855165507 scopus 로고    scopus 로고
    • Disrupted modular brain dynamics reflect cognitive dysfunction in Alzheimer's disease
    • de Haan, W. et al. Disrupted modular brain dynamics reflect cognitive dysfunction in Alzheimer's disease. NeuroImage 59, 3085-3093 (2012).
    • (2012) NeuroImage , vol.59 , pp. 3085-3093
    • De Haan, W.1
  • 64
    • 79954435643 scopus 로고    scopus 로고
    • Minimum spanning tree reflects the alterations of the default mode network during Alzheimer's disease
    • Ciftci, K. Minimum spanning tree reflects the alterations of the default mode network during Alzheimer's disease. Annals of Biomedical Engineering 39, 1493-1504 (2011).
    • (2011) Annals of Biomedical Engineering , vol.39 , pp. 1493-1504
    • Ciftci, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.