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Volumn 142, Issue , 2016, Pages 407-420

Connectome sensitivity or specificity: which is more important?

Author keywords

Clustering coefficient; Complex networks; Connectome; False negatives; False positives; Modularity; Network efficiency; Sensitivity; Specificity; Tractography

Indexed keywords

ANIMAL EXPERIMENT; ARTICLE; CONNECTOME; CONTROLLED STUDY; DIFFUSION WEIGHTED IMAGING; FALSE POSITIVE RESULT; HUMAN; HUMAN EXPERIMENT; LIMIT OF QUANTITATION; MEASUREMENT ACCURACY; MEASUREMENT PRECISION; MOUSE; NONHUMAN; NORMAL HUMAN; PRIORITY JOURNAL; PROBABILITY; SENSITIVITY AND SPECIFICITY; ANATOMY AND HISTOLOGY; ANIMAL; BRAIN; DIAGNOSTIC IMAGING; PHYSIOLOGY; PROCEDURES; STANDARDS; THEORETICAL MODEL;

EID: 84994021917     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2016.06.035     Document Type: Article
Times cited : (234)

References (72)
  • 3
    • 77954565730 scopus 로고    scopus 로고
    • Efficient physical embedding of topologically complex information processing networks in brains and computer circuits
    • e1000748
    • Bassett, D.S., Greenfield, D.L., Meyer-Lindenberg, A., Weinberger, D.R., Moore, S.W., Bullmore, E.T., Efficient physical embedding of topologically complex information processing networks in brains and computer circuits. PLoS Comput. Biol., 6(4), 2010, e1000748.
    • (2010) PLoS Comput. Biol. , vol.6 , Issue.4
    • Bassett, D.S.1    Greenfield, D.L.2    Meyer-Lindenberg, A.3    Weinberger, D.R.4    Moore, S.W.5    Bullmore, E.T.6
  • 4
    • 84863529550 scopus 로고    scopus 로고
    • Human cortical connectome reconstruction from diffusion weighted MRI: the effect of tractography algorithm
    • Bastiani, M., Shah, N.J., Goebel, R., Roebroeck, A., Human cortical connectome reconstruction from diffusion weighted MRI: the effect of tractography algorithm. NeuroImage 62:3 (2012), 1732–1749.
    • (2012) NeuroImage , vol.62 , Issue.3 , pp. 1732-1749
    • Bastiani, M.1    Shah, N.J.2    Goebel, R.3    Roebroeck, A.4
  • 6
    • 33751096767 scopus 로고    scopus 로고
    • Probabilistic diffusion tractography with multiple fibre orientations: what can we gain?
    • Behrens, T.E., Berg, H.J., Jbabdi, S., Rushworth, M.F., Woolrich, M.W., Probabilistic diffusion tractography with multiple fibre orientations: what can we gain?. NeuroImage 34:1 (2007), 144–155.
    • (2007) NeuroImage , vol.34 , Issue.1 , pp. 144-155
    • Behrens, T.E.1    Berg, H.J.2    Jbabdi, S.3    Rushworth, M.F.4    Woolrich, M.W.5
  • 7
    • 84899623638 scopus 로고    scopus 로고
    • Multi-scale community organization of the human structural connectome and its relationship with restingstate functional connectivity
    • Betzel, R.F., Griffa, A., Avena-Koenigsberger, A., Goñi, J., Thiran, J.-P., Hagmann, P., Sporns, O., Multi-scale community organization of the human structural connectome and its relationship with restingstate functional connectivity. Netw. Sci. 1:3 (2013), 353–373.
    • (2013) Netw. Sci. , vol.1 , Issue.3 , pp. 353-373
    • Betzel, R.F.1    Griffa, A.2    Avena-Koenigsberger, A.3    Goñi, J.4    Thiran, J.-P.5    Hagmann, P.6    Sporns, O.7
  • 10
    • 84857528327 scopus 로고    scopus 로고
    • Combining collation and annotation efforts toward completion of the rat and mouse connectomes in BAMS
    • Bota, M., Dong, H.-W., Swanson, L.W., Combining collation and annotation efforts toward completion of the rat and mouse connectomes in BAMS. Front. Neuroinform., 6, 2012, 2.
    • (2012) Front. Neuroinform. , vol.6 , pp. 2
    • Bota, M.1    Dong, H.-W.2    Swanson, L.W.3
  • 11
    • 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. Nat. Rev. Neurosci. 10:3 (2009), 186–198.
    • (2009) Nat. Rev. Neurosci. , vol.10 , Issue.3 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 12
    • 84859948255 scopus 로고    scopus 로고
    • The economy of brain network organization
    • Bullmore, E., Sporns, O., The economy of brain network organization. Nat. Rev. Neurosci. 13:5 (2012), 336–349.
    • (2012) Nat. Rev. Neurosci. , vol.13 , Issue.5 , pp. 336-349
    • Bullmore, E.1    Sporns, O.2
  • 13
    • 84937121873 scopus 로고    scopus 로고
    • A diffusion MRI tractography connectome of the mouse brain and comparison with neuronal tracer data
    • Calabrese, E., Badea, A., Cofer, G., Qi, Y., Johnson, G.A., A diffusion MRI tractography connectome of the mouse brain and comparison with neuronal tracer data. Cereb. Cortex 25:11 (2015), 4628–4637.
    • (2015) Cereb. Cortex , vol.25 , Issue.11 , pp. 4628-4637
    • Calabrese, E.1    Badea, A.2    Cofer, G.3    Qi, Y.4    Johnson, G.A.5
  • 15
    • 84873314872 scopus 로고    scopus 로고
    • Estimating false positives and negatives in brain networks
    • de Reus, M.A., van den Heuvel, M.P., Estimating false positives and negatives in brain networks. NeuroImage 70 (2013), 402–409.
    • (2013) NeuroImage , vol.70 , pp. 402-409
    • de Reus, M.A.1    van den Heuvel, M.P.2
  • 19
    • 84880332133 scopus 로고    scopus 로고
    • Graph analysis of the human connectome: promise, progress, and pitfalls
    • Fornito, A., Zalesky, A., Breakspear, M., Graph analysis of the human connectome: promise, progress, and pitfalls. NeuroImage 80 (2013), 426–444.
    • (2013) NeuroImage , vol.80 , pp. 426-444
    • Fornito, A.1    Zalesky, A.2    Breakspear, M.3
  • 20
    • 84978621819 scopus 로고    scopus 로고
    • Fundamentals of Brain Network Analysis
    • Elsevier
    • Fornito, A., Zalesky, A., Bullmore, E., Fundamentals of Brain Network Analysis. 2016, Elsevier.
    • (2016)
    • Fornito, A.1    Zalesky, A.2    Bullmore, E.3
  • 21
    • 79960882474 scopus 로고    scopus 로고
    • Brain network analysis: separating cost from topology using cost-integration
    • e21570
    • Ginestet, C.E., Nichols, T.E., Bullmore, E.T., Simmons, A., Brain network analysis: separating cost from topology using cost-integration. PLoS One, 6(7), 2011, e21570.
    • (2011) PLoS One , vol.6 , Issue.7
    • Ginestet, C.E.1    Nichols, T.E.2    Bullmore, E.T.3    Simmons, A.4
  • 24
    • 77951138987 scopus 로고    scopus 로고
    • Performance of modularity maximization in practical contexts
    • Good, B.H., de Montjoye, Y.A., Clauset, A., Performance of modularity maximization in practical contexts. Phys. Rev. E, 81, 2010, 046106.
    • (2010) Phys. Rev. E , vol.81 , pp. 046106
    • Good, B.H.1    de Montjoye, Y.A.2    Clauset, A.3
  • 30
    • 77954090251 scopus 로고    scopus 로고
    • Challenges and limitations of quantifying connectivity in the human brain in vivo with diffusion MRI
    • Jones, D.K., Challenges and limitations of quantifying connectivity in the human brain in vivo with diffusion MRI. Imaging Med. 2 (2010), 341–355.
    • (2010) Imaging Med. , vol.2 , pp. 341-355
    • Jones, D.K.1
  • 31
    • 84875234773 scopus 로고    scopus 로고
    • White matter integrity, fiber count, and other fallacies: the do's and don'ts of diffusion MRI
    • Jones, D.K., Knosche, T.R., Turner, R., White matter integrity, fiber count, and other fallacies: the do's and don'ts of diffusion MRI. NeuroImage 73 (2013), 239–254.
    • (2013) NeuroImage , vol.73 , pp. 239-254
    • Jones, D.K.1    Knosche, T.R.2    Turner, R.3
  • 32
    • 34548861234 scopus 로고    scopus 로고
    • Parametric spherical deconvolution: inferring anatomical connectivity using diffusion MR imaging
    • Kaden, E., Knosche, T.R., Anwander, A., Parametric spherical deconvolution: inferring anatomical connectivity using diffusion MR imaging. NeuroImage 37 (2007), 474–488.
    • (2007) NeuroImage , vol.37 , pp. 474-488
    • Kaden, E.1    Knosche, T.R.2    Anwander, A.3
  • 33
    • 84942279228 scopus 로고    scopus 로고
    • Validation of tractography: comparison with manganese tracing
    • Knosche, T.R., Anwander, A., Liptrot, M., Dyrby, T.B., Validation of tractography: comparison with manganese tracing. Hum. Brain Mapp. 36:10 (2015), 4116–4134.
    • (2015) Hum. Brain Mapp. , vol.36 , Issue.10 , pp. 4116-4134
    • Knosche, T.R.1    Anwander, A.2    Liptrot, M.3    Dyrby, T.B.4
  • 34
    • 0036335198 scopus 로고    scopus 로고
    • An investigation of functional and anatomical connectivity using magnetic resonance imaging
    • Koch, M.A., Norris, D.G., Hund-Georgiadis, M., An investigation of functional and anatomical connectivity using magnetic resonance imaging. NeuroImage 16 (2002), 241–250.
    • (2002) NeuroImage , vol.16 , pp. 241-250
    • Koch, M.A.1    Norris, D.G.2    Hund-Georgiadis, M.3
  • 35
    • 84859762521 scopus 로고    scopus 로고
    • Consensus clustering in complex networks
    • Lancichinetti, A., Fortunato, S., Consensus clustering in complex networks. Sci. Report., 2, 2012, 336.
    • (2012) Sci. Report. , vol.2 , pp. 336
    • Lancichinetti, A.1    Fortunato, S.2
  • 36
    • 35348957264 scopus 로고    scopus 로고
    • Efficient behavior of small-world networks. Phys. Rev. Lett
    • Latora, V., Marchiori, M., Efficient behavior of small-world networks. Phys. Rev. Lett., 87(19), 2001, 198701.
    • (2001) , vol.87 , Issue.19 , pp. 198701
    • Latora, V.1    Marchiori, M.2
  • 37
    • 84863872639 scopus 로고    scopus 로고
    • The effects of connection reconstruction method on the interregional connectivity of brain networks via diffusion tractography
    • Li, L., Rilling, J.K., Preuss, T.M., Glasser, M.F., Hu, X., The effects of connection reconstruction method on the interregional connectivity of brain networks via diffusion tractography. Hum. Brain Mapp. 33:8 (2012), 1894–1913.
    • (2012) Hum. Brain Mapp. , vol.33 , Issue.8 , pp. 1894-1913
    • Li, L.1    Rilling, J.K.2    Preuss, T.M.3    Glasser, M.F.4    Hu, X.5
  • 40
    • 84921278750 scopus 로고    scopus 로고
    • Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence
    • Meskaldji, D.E., Vasung, L., Romascano, D., Thiran, J.P., Hagmann, P., Morgenthaler, S., Van De Ville, D., Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence. NeuroImage 108 (2015), 251–264.
    • (2015) NeuroImage , vol.108 , pp. 251-264
    • Meskaldji, D.E.1    Vasung, L.2    Romascano, D.3    Thiran, J.P.4    Hagmann, P.5    Morgenthaler, S.6    Van De Ville, D.7
  • 41
    • 79955471193 scopus 로고    scopus 로고
    • Modular and hierarchically modular organization of brain networks
    • Meunier, D., Lambiotte, R., Bullmore, E.T., Modular and hierarchically modular organization of brain networks. Front. Neurosci., 4, 2010, 200.
    • (2010) Front. Neurosci. , vol.4 , pp. 200
    • Meunier, D.1    Lambiotte, R.2    Bullmore, E.T.3
  • 43
    • 0033007902 scopus 로고    scopus 로고
    • Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging
    • Mori, S., Crain, B.J., Chacko, V.P., van Zijl, P.C.M., Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann. Neurol. 45 (1999), 265–269.
    • (1999) Ann. Neurol. , vol.45 , pp. 265-269
    • Mori, S.1    Crain, B.J.2    Chacko, V.P.3    van Zijl, P.C.M.4
  • 44
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • Newman, M.E.J., Modularity and community structure in networks. Proc. Natl. Acad. Sci. U. S. A. 103:23 (2006), 8577–8582.
    • (2006) Proc. Natl. Acad. Sci. U. S. A. , vol.103 , Issue.23 , pp. 8577-8582
    • Newman, M.E.J.1
  • 45
    • 84898684536 scopus 로고    scopus 로고
    • A mesoscale connectome of the mouse brain
    • Oh, S.W., Harris, J.A., Ng, L., et al. A mesoscale connectome of the mouse brain. Nature 508 (2014), 207–214.
    • (2014) Nature , vol.508 , pp. 207-214
    • Oh, S.W.1    Harris, J.A.2    Ng, L.3
  • 46
    • 84921822613 scopus 로고    scopus 로고
    • Evaluation and statistical inference for human connectomes
    • Pestilli, F., Yeatman, J.D., Rokem, A., Kay, K.N., Wandell, B.A., Evaluation and statistical inference for human connectomes. Nat. Methods 11:10 (2014), 1058–1063.
    • (2014) Nat. Methods , vol.11 , Issue.10 , pp. 1058-1063
    • Pestilli, F.1    Yeatman, J.D.2    Rokem, A.3    Kay, K.N.4    Wandell, B.A.5
  • 47
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • Rand, W.M., Objective criteria for the evaluation of clustering methods. J. Am. Stat. Assoc. 66:336 (1971), 846–850.
    • (1971) J. Am. Stat. Assoc. , vol.66 , Issue.336 , pp. 846-850
    • Rand, W.M.1
  • 48
    • 84930225710 scopus 로고    scopus 로고
    • Superficial white matter fiber systems impede detection of long-range cortical connections in diffusion MR tractography
    • Reveley, C., Seth, A.K., Pierpaoli, C., Silva, A.C., Yu, D., Saunders, R.C., Leopold, D.A., Ye, F.Q., Superficial white matter fiber systems impede detection of long-range cortical connections in diffusion MR tractography. Proc. Natl. Acad. Sci. U. S. A. 112:21 (2015), E2820–E2828.
    • (2015) Proc. Natl. Acad. Sci. U. S. A. , vol.112 , Issue.21 , pp. E2820-E2828
    • Reveley, C.1    Seth, A.K.2    Pierpaoli, C.3    Silva, A.C.4    Yu, D.5    Saunders, R.C.6    Leopold, D.A.7    Ye, F.Q.8
  • 50
    • 77954385460 scopus 로고    scopus 로고
    • Complex network measures of brain connectivity: uses and interpretations
    • Rubinov, M., Sporns, O., Complex network measures of brain connectivity: uses and interpretations. NeuroImage 52:3 (2010), 1059–1069.
    • (2010) NeuroImage , vol.52 , Issue.3 , pp. 1059-1069
    • Rubinov, M.1    Sporns, O.2
  • 52
    • 84871485877 scopus 로고    scopus 로고
    • SIFT: spherical-deconvolution informed filtering of tractograms
    • Smith, R.E., Tournier, J.D., Calamante, F., Connelly, A., SIFT: spherical-deconvolution informed filtering of tractograms. NeuroImage 67 (2013), 298–312.
    • (2013) NeuroImage , vol.67 , pp. 298-312
    • Smith, R.E.1    Tournier, J.D.2    Calamante, F.3    Connelly, A.4
  • 53
    • 71849102319 scopus 로고    scopus 로고
    • Brain tractography using Q-ball imaging and graph theory: improved connectivities through fibre crossings via a model-based approach
    • Sotiropoulos, S.N., Bai, L., Morgan, P.S., Constantinescu, C.S., Tench, C.R., Brain tractography using Q-ball imaging and graph theory: improved connectivities through fibre crossings via a model-based approach. NeuroImage 49:3 (2010), 2444–2456.
    • (2010) NeuroImage , vol.49 , Issue.3 , pp. 2444-2456
    • Sotiropoulos, S.N.1    Bai, L.2    Morgan, P.S.3    Constantinescu, C.S.4    Tench, C.R.5
  • 54
    • 79952069440 scopus 로고    scopus 로고
    • Networks of the Brain
    • MIT Press
    • Sporns, O., Networks of the Brain. 2011, MIT Press.
    • (2011)
    • Sporns, O.1
  • 56
    • 4444318641 scopus 로고    scopus 로고
    • Organization, development and function of complex brain networks
    • Sporns, O., Chialvo, D.R., Kaiser, M., Hilgetag, C.C., Organization, development and function of complex brain networks. Trends Cogn. Sci. 8:9 (2004), 418–425.
    • (2004) Trends Cogn. Sci. , vol.8 , Issue.9 , pp. 418-425
    • Sporns, O.1    Chialvo, D.R.2    Kaiser, M.3    Hilgetag, C.C.4
  • 57
    • 31144436747 scopus 로고    scopus 로고
    • The human connectome: a structural description of the human brain
    • e42
    • Sporns, O., Tononi, G., Kotter, R., The human connectome: a structural description of the human brain. PLoS Comput. Biol., 1, 2005, e42.
    • (2005) PLoS Comput. Biol. , vol.1
    • Sporns, O.1    Tononi, G.2    Kotter, R.3
  • 59
    • 47949112827 scopus 로고    scopus 로고
    • Resolving crossing fibres using constrained spherical deconvolution: validation using diffusion-weighted imaging phantom data
    • Tournier, J.D., Yeh, C.H., Calamante, F., Cho, K.H., Connelly, A., Lin, C.P., Resolving crossing fibres using constrained spherical deconvolution: validation using diffusion-weighted imaging phantom data. NeuroImage 42:2 (2008), 617–625.
    • (2008) NeuroImage , vol.42 , Issue.2 , pp. 617-625
    • Tournier, J.D.1    Yeh, C.H.2    Calamante, F.3    Cho, K.H.4    Connelly, A.5    Lin, C.P.6
  • 61
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., Joliot, M., Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. NeuroImage 15:1 (2002), 273–289.
    • (2002) NeuroImage , vol.15 , Issue.1 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3    Crivello, F.4    Etard, O.5    Delcroix, N.6    Mazoyer, B.7    Joliot, M.8
  • 65
    • 78149435102 scopus 로고    scopus 로고
    • Comparing brain networks of different size and connectivity density using graph theory
    • e13701
    • van Wijk, B.C., Stam, C.J., Daffertshofer, A., Comparing brain networks of different size and connectivity density using graph theory. PLoS One, 5(10), 2010, e13701.
    • (2010) PLoS One , vol.5 , Issue.10
    • van Wijk, B.C.1    Stam, C.J.2    Daffertshofer, A.3
  • 67
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of small-world networks
    • Watts, D.J., Strogatz, S., Collective dynamics of small-world networks. Nature 393:6684 (1998), 440–442.
    • (1998) Nature , vol.393 , Issue.6684 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.2
  • 70
    • 67649515596 scopus 로고    scopus 로고
    • A DTI-derived measure of cortico-cortical connectivity
    • Zalesky, A., Fornito, A., A DTI-derived measure of cortico-cortical connectivity. IEEE Trans. Med. Imaging 28:7 (2009), 1023–1036.
    • (2009) IEEE Trans. Med. Imaging , vol.28 , Issue.7 , pp. 1023-1036
    • Zalesky, A.1    Fornito, A.2


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