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Volumn 9, Issue , 2015, Pages 519-531

Functional connectivity changes detected with magnetoencephalography after mild traumatic brain injury

Author keywords

Biomarkers; Computational connectomics; Diagnosis; MEG; Mild traumatic brain injury; Tensors

Indexed keywords

ACCURACY; ADULT; ARTICLE; BRAIN DEPTH RECORDING; CLINICAL ARTICLE; CONNECTOME; CONTROLLED STUDY; FEMALE; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; MIDDLE AGED; MULTICENTER STUDY; NEUROIMAGING; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; TRAUMATIC BRAIN INJURY; YOUNG ADULT; BRAIN; BRAIN INJURY; BRAIN MAPPING; CASE CONTROL STUDY; ELECTROENCEPHALOGRAM; MATHEMATICAL COMPUTING; NERVE TRACT; NEUROPSYCHOLOGICAL TEST; PATHOLOGY; PATHOPHYSIOLOGY; PHYSIOLOGY; REST;

EID: 84945197739     PISSN: None     EISSN: 22131582     Source Type: Journal    
DOI: 10.1016/j.nicl.2015.09.011     Document Type: Article
Times cited : (66)

References (99)
  • 2
    • 33847283332 scopus 로고    scopus 로고
    • Efficiency and cost of economical brain functional networks
    • Achard S., and Bullmore E. Efficiency and cost of economical brain functional networks PLOS Comput. Biol. 3 2 2007 e17 10.1371/journal.pcbi.0030017 17274684
    • (2007) PLOS Comput. Biol. , vol.3 , Issue.2 , pp. e17
    • Achard, S.1    Bullmore, E.2
  • 3
    • 0024599599 scopus 로고
    • Dynamics of neuronal firing correlation: modulation of "effective connectivity"
    • Aertsen A.M., Gerstein G.L., Habib M.K., and Palm G. Dynamics of neuronal firing correlation: modulation of "effective connectivity" J. neurophysiol. 61 5 1989 900 917 2723733
    • (1989) J. neurophysiol. , vol.61 , Issue.5 , pp. 900-917
    • Aertsen, A.M.1    Gerstein, G.L.2    Habib, M.K.3    Palm, G.4
  • 4
    • 79951548200 scopus 로고    scopus 로고
    • Challenges and opportunities in mining neuroscience data
    • Akil H., Martone M.E., and Van Essen D.C. Challenges and opportunities in mining neuroscience data Science 331 6018 2011 708 712 10.1126/science.1199305 21311009
    • (2011) Science , vol.331 , Issue.6018 , pp. 708-712
    • Akil, H.1    Martone, M.E.2    Van Essen, D.C.3
  • 5
    • 0000581356 scopus 로고
    • An introduction to kernel and nearest-neighbor nonparametric regression
    • Altman N.S. An introduction to kernel and nearest-neighbor nonparametric regression Am. Stat. 46 3 1992 175 185 10.1080/00031305.1992.10475879
    • (1992) Am. Stat. , vol.46 , Issue.3 , pp. 175-185
    • Altman, N.S.1
  • 6
    • 84868292473 scopus 로고    scopus 로고
    • State-related changes in MEG functional connectivity reveal the task-positive sensorimotor network
    • Bardouille T., and Boe S. State-related changes in MEG functional connectivity reveal the task-positive sensorimotor network PLOS One 7 10 2012 e48682 10.1371/journal.pone.0048682 23119088
    • (2012) PLOS One , vol.7 , Issue.10
    • Bardouille, T.1    Boe, S.2
  • 8
    • 0001677717 scopus 로고
    • Controlling the false discovery rate - a practical and powerful approach to multiple testing
    • Benjamini Y., and Hochberg Y. Controlling the false discovery rate - a practical and powerful approach to multiple testing J. R. Stat. Soc. B Stat. Methodol. 57 1995 289 300
    • (1995) J. R. Stat. Soc. B Stat. Methodol. , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 9
    • 84883489847 scopus 로고    scopus 로고
    • Neuroimaging biomarkers in mild traumatic brain injury (mTBI)
    • Bigler E.D. Neuroimaging biomarkers in mild traumatic brain injury (mTBI) Neuropsychol. Rev. 23 3 2013 169 209 10.1007/s11065-013-9237-2 23974873
    • (2013) Neuropsychol. Rev. , vol.23 , Issue.3 , pp. 169-209
    • Bigler, E.D.1
  • 10
    • 31344474880 scopus 로고    scopus 로고
    • Complex networks: structure and dynamics
    • Boccaletti S., Latora V., Moreno Y., Chavez M., and Hwang D.U. Complex networks: structure and dynamics Phys. Rep. 424 4-5 2006 175 308 10.1016/j.physrep.2005.10.009
    • (2006) Phys. Rep. , vol.424 , Issue.4-5 , pp. 175-308
    • Boccaletti, S.1    Latora, V.2    Moreno, Y.3    Chavez, M.4    Hwang, D.U.5
  • 11
    • 79955913582 scopus 로고    scopus 로고
    • Modern multidimensional scaling: theory and applications
    • Borg I., and Groenen P.J. Modern multidimensional scaling: theory and applications J Educational Measurement 40 3 2003 277 280 10.1111/j.1745-3984.2003.tb01108.x
    • (2003) J Educational Measurement , vol.40 , Issue.3 , pp. 277-280
    • Borg, I.1    Groenen, P.J.2
  • 13
    • 84866169453 scopus 로고    scopus 로고
    • Measuring functional connectivity in MEG: a multivariate approach insensitive to linear source leakage
    • Brookes M.J., Woolrich M.W., and Barnes G.R. Measuring functional connectivity in MEG: a multivariate approach insensitive to linear source leakage Neuroimage 63 2 2012 910 920 10.1016/j.neuroimage.2012.03.048 22484306
    • (2012) Neuroimage , vol.63 , Issue.2 , pp. 910-920
    • Brookes, M.J.1    Woolrich, M.W.2    Barnes, G.R.3
  • 14
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: graph theoretical analysis of structural and functional systems
    • Bullmore E., and Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems Nat. Rev. Neurosci. 10 3 2009 186 198 10.1038/nrn2575 19190637
    • (2009) Nat. Rev. Neurosci. , vol.10 , Issue.3 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 15
    • 3042523540 scopus 로고    scopus 로고
    • Neuronal oscillations in cortical networks
    • Buzsáki G., and Draguhn A. Neuronal oscillations in cortical networks Science 304 5679 2004 1926 1929 10.1126/science.1099745 15218136
    • (2004) Science , vol.304 , Issue.5679 , pp. 1926-1929
    • Buzsáki, G.1    Draguhn, A.2
  • 16
    • 76349114397 scopus 로고    scopus 로고
    • Incidence, risk factors and prevention of mild traumatic brain injury: results of the WHO Collaborating Centre Task Force on Mild Traumatic Brain Injury
    • Cassidy J.D., Carroll L.J., Peloso P.M., Borg J., von Holst H., Holm L., and et al. Incidence, risk factors and prevention of mild traumatic brain injury: results of the WHO Collaborating Centre Task Force on Mild Traumatic Brain Injury J Rehabil Med 36 43 Suppl 2004 28 60 15083870
    • (2004) J Rehabil Med , vol.36 , Issue.43 , pp. 28-60
    • Cassidy, J.D.1    Carroll, L.J.2    Peloso, P.M.3    Borg, J.4    Von Holst, H.5    Holm, L.6
  • 18
    • 77957089101 scopus 로고    scopus 로고
    • Reorganization of functional connectivity as a correlate of cognitive recovery in acquired brain injury
    • Castellanos N.P., Paúl N., Ordóñez V.E., Demuynck O., Bajo R., Campo P., and et al. Reorganization of functional connectivity as a correlate of cognitive recovery in acquired brain injury Brain 133 8 2010 2365 2381 10.1093/brain/awq174 20826433
    • (2010) Brain , vol.133 , Issue.8 , pp. 2365-2381
    • Castellanos, N.P.1    Paúl, N.2    Ordóñez, V.E.3    Demuynck, O.4    Bajo, R.5    Campo, P.6
  • 19
    • 77957295352 scopus 로고    scopus 로고
    • Group independent component analysis of resting state EEG in large normative samples
    • Congedo M., John R.E., De Ridder D., and Prichep L. Group independent component analysis of resting state EEG in large normative samples Int. J. Psychophysiol. 78 2 2010 89 99 10.1016/j.ijpsycho.2010.06.003 20598764
    • (2010) Int. J. Psychophysiol. , vol.78 , Issue.2 , pp. 89-99
    • Congedo, M.1    John, R.E.2    De Ridder, D.3    Prichep, L.4
  • 20
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C., and Vapnik V. Support-vector networks Mach. Learn. 20 3 1995 273 297 10.1007/BF00994018
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 21
    • 0003833285 scopus 로고
    • Society for Industrial and Applied Mathematics Philadelphia, U.S.A
    • Daubechies I. Ten Lectures on Wavelets 1992 Society for Industrial and Applied Mathematics Philadelphia, U.S.A
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 23
    • 84861423904 scopus 로고    scopus 로고
    • A cortical core for dynamic integration of functional networks in the resting human brain
    • de Pasquale F., Della Penna S., Snyder A.Z., Marzetti L., Pizzella V., Romani G.L., and Corbetta M. A cortical core for dynamic integration of functional networks in the resting human brain Neuron 74 4 2012 753 764 10.1016/j.neuron.2012.03.031 22632732
    • (2012) Neuron , vol.74 , Issue.4 , pp. 753-764
    • De Pasquale, F.1    Della Penna, S.2    Snyder, A.Z.3    Marzetti, L.4    Pizzella, V.5    Romani, G.L.6    Corbetta, M.7
  • 24
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • Delorme A., and Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis J. Neurosci. Methods 134 1 2004 9 21 10.1016/j.jneumeth.2003.10.009 15102499
    • (2004) J. Neurosci. Methods , vol.134 , Issue.1 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 25
    • 33846629898 scopus 로고    scopus 로고
    • Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis
    • Delorme A., Sejnowski T., and Makeig S. Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis NeuroImage 34 4 2007 1443 1449 10.1016/j.neuroimage.2006.11.004 17188898
    • (2007) NeuroImage , vol.34 , Issue.4 , pp. 1443-1449
    • Delorme, A.1    Sejnowski, T.2    Makeig, S.3
  • 26
    • 35949002491 scopus 로고    scopus 로고
    • Medial prefrontal theta bursts precede rapid motor responses during visual selective attention
    • Delorme A., Westerfield M., and Makeig S. Medial prefrontal theta bursts precede rapid motor responses during visual selective attention J. Neurosci. 27 44 2007 11949 11959 10.1523/JNEUROSCI.3477-07.2007 17978035
    • (2007) J. Neurosci. , vol.27 , Issue.44 , pp. 11949-11959
    • Delorme, A.1    Westerfield, M.2    Makeig, S.3
  • 27
    • 84952637119 scopus 로고    scopus 로고
    • Quantifying the predictive power of resting-state functional connectivity (rs-fc) fMRI for identifying patients with Alzheimer's disease (AD)
    • Dimitriadis S.I. Quantifying the predictive power of resting-state functional connectivity (rs-fc) fMRI for identifying patients with Alzheimer's disease (AD) Clin. Neurophysiol. 2015 10.1016/j.clinph.2015.03.011 25881782
    • (2015) Clin. Neurophysiol.
    • Dimitriadis, S.I.1
  • 28
    • 84880964410 scopus 로고    scopus 로고
    • Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG
    • Dimitriadis S.I., Laskaris N.A., Simos P.G., Micheloyannis S., Fletcher J.M., Rezaie R., and Papanicolaou A.C. Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG Neuroimage 83 2013 307 317 10.1016/j.neuroimage.2013.06.036 23777755
    • (2013) Neuroimage , vol.83 , pp. 307-317
    • Dimitriadis, S.I.1    Laskaris, N.A.2    Simos, P.G.3    Micheloyannis, S.4    Fletcher, J.M.5    Rezaie, R.6    Papanicolaou, A.C.7
  • 30
    • 84860355940 scopus 로고    scopus 로고
    • Analyzing functional brain connectivity by means of commute times: a new approach and its application to track event-related dynamics
    • Dimitriadis S.I., Laskaris N.A., Tzelepi A., and Economou G. Analyzing functional brain connectivity by means of commute times: a new approach and its application to track event-related dynamics I.E.E.E. Trans. Biomed. Eng. 59 5 2012 1302 1309 10.1109/TBME.2012.2186568 22318476
    • (2012) I.E.E.E. Trans. Biomed. Eng. , vol.59 , Issue.5 , pp. 1302-1309
    • Dimitriadis, S.I.1    Laskaris, N.A.2    Tzelepi, A.3    Economou, G.4
  • 32
    • 84926196535 scopus 로고    scopus 로고
    • Cognitive workload assessment based on the tensorial treatment of EEG estimates of cross-frequency phase interactions
    • Dimitriadis S.I., Sun Y., Kwok K., Laskaris N.A., Thakor N., and Bezerianos A.A. Cognitive workload assessment based on the tensorial treatment of EEG estimates of cross-frequency phase interactions Ann. Biomed. Eng. 43 4 2015 977 989 10.1007/s10439-014-1143-0 25287648
    • (2015) Ann. Biomed. Eng. , vol.43 , Issue.4 , pp. 977-989
    • Dimitriadis, S.I.1    Sun, Y.2    Kwok, K.3    Laskaris, N.A.4    Thakor, N.5    Bezerianos, A.A.6
  • 34
    • 84888022527 scopus 로고    scopus 로고
    • Intrinsic coupling modes: multiscale interactions in ongoing brain activity
    • Engel A.K., Gerloff C., Hilgetag C.C., and Nolte G. Intrinsic coupling modes: multiscale interactions in ongoing brain activity Neuron 80 4 2013 867 886 10.1016/j.neuron.2013.09.038 24267648
    • (2013) Neuron , vol.80 , Issue.4 , pp. 867-886
    • Engel, A.K.1    Gerloff, C.2    Hilgetag, C.C.3    Nolte, G.4
  • 35
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher R.A. The use of multiple measurements in taxonomic problems Annals of Eugenics 7 2 1936 179 188 10.1111/j.1469-1809.1936.tb02137.x
    • (1936) Annals of Eugenics , vol.7 , Issue.2 , pp. 179-188
    • Fisher, R.A.1
  • 36
    • 84923013039 scopus 로고    scopus 로고
    • The brain's resting-state activity is shaped by synchronized cross-frequency coupling of oscillatory neural activity
    • Florin E., and Baillet S. The brain's resting-state activity is shaped by synchronized cross-frequency coupling of oscillatory neural activity Neuroimage 111 2015 26 35 10.1016/j.neuroimage.2015.01.054 25680519
    • (2015) Neuroimage , vol.111 , pp. 26-35
    • Florin, E.1    Baillet, S.2
  • 37
    • 34548014282 scopus 로고    scopus 로고
    • Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
    • Fox M.D., and Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging Nat. Rev. Neurosci. 8 9 2007 700 711 10.1038/nrn2201 17704812
    • (2007) Nat. Rev. Neurosci. , vol.8 , Issue.9 , pp. 700-711
    • Fox, M.D.1    Raichle, M.E.2
  • 40
    • 33745925898 scopus 로고    scopus 로고
    • Association between recurrent concussion and late-life cognitive impairment in retired professional football players
    • Guskiewicz K.M., Marshall S.W., Bailes J., McCrea M., Cantu R.C., Randolph C., and Jordan B.D. Association between recurrent concussion and late-life cognitive impairment in retired professional football players Neurosurgery 57 4 2005 719 726 10.1227/01.NEU.0000175725.75780.DD 16239884
    • (2005) Neurosurgery , vol.57 , Issue.4 , pp. 719-726
    • Guskiewicz, K.M.1    Marshall, S.W.2    Bailes, J.3    McCrea, M.4    Cantu, R.C.5    Randolph, C.6    Jordan, B.D.7
  • 41
    • 0029103053 scopus 로고
    • Functional localization based on measurements with a whole-head magnetometer system
    • Hämäläinen M.S. Functional localization based on measurements with a whole-head magnetometer system Brain Topogr. 7 4 1995 283 289 10.1007/BF01195254 7577326
    • (1995) Brain Topogr. , vol.7 , Issue.4 , pp. 283-289
    • Hämäläinen, M.S.1
  • 44
    • 77954623552 scopus 로고    scopus 로고
    • Graph theoretical modeling of brain connectivity
    • He Y., and Evans A. Graph theoretical modeling of brain connectivity Curr. Opin. Neurol. 23 4 2010 341 350 10.1097/WCO.0b013e32833aa567 20581686
    • (2010) Curr. Opin. Neurol. , vol.23 , Issue.4 , pp. 341-350
    • He, Y.1    Evans, A.2
  • 45
    • 84855883044 scopus 로고    scopus 로고
    • Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution
    • Hillebrand A., Barnes G.R., Bosboom J.L., Berendse H.W., and Stam C.J. Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution Neuroimage 59 4 2012 3909 3921 10.1016/j.neuroimage.2011.11.005 22122866
    • (2012) Neuroimage , vol.59 , Issue.4 , pp. 3909-3921
    • Hillebrand, A.1    Barnes, G.R.2    Bosboom, J.L.3    Berendse, H.W.4    Stam, C.J.5
  • 46
    • 78751683833 scopus 로고    scopus 로고
    • Oscillatory synchronization in large-scale cortical networks predicts perception
    • Hipp J.F., Engel A.K., and Siegel M. Oscillatory synchronization in large-scale cortical networks predicts perception Neuron 69 2 2011 387 396 10.1016/j.neuron.2010.12.027 21262474
    • (2011) Neuron , vol.69 , Issue.2 , pp. 387-396
    • Hipp, J.F.1    Engel, A.K.2    Siegel, M.3
  • 47
    • 84861574104 scopus 로고    scopus 로고
    • Large-scale cortical correlation structure of spontaneous oscillatory activity
    • Hipp J.F., Hawellek D.J., Corbetta M., Siegel M., and Engel A.K. Large-scale cortical correlation structure of spontaneous oscillatory activity Nat. Neurosci. 15 6 2012 884 890 10.1038/nn.3101 22561454
    • (2012) Nat. Neurosci. , vol.15 , Issue.6 , pp. 884-890
    • Hipp, J.F.1    Hawellek, D.J.2    Corbetta, M.3    Siegel, M.4    Engel, A.K.5
  • 48
    • 0040740127 scopus 로고
    • An analog of the Cauchy-Schwarz inequality for Hadamard products and unitarily invariant norms
    • Horn R.A., and Mathias R. An analog of the Cauchy-Schwarz inequality for Hadamard products and unitarily invariant norms SIAM. J. Matrix Anal. & Appl. 11 4 1990 481 498 10.1137/0611034
    • (1990) SIAM. J. Matrix Anal. & Appl. , vol.11 , Issue.4 , pp. 481-498
    • Horn, R.A.1    Mathias, R.2
  • 49
    • 84904206276 scopus 로고    scopus 로고
    • Single-subject-based whole-brain MEG slow-wave imaging approach for detecting abnormality in patients with mild traumatic brain injury
    • Huang M., and et al. Single-subject-based whole-brain MEG slow-wave imaging approach for detecting abnormality in patients with mild traumatic brain injury Neuroimage Clin. 5 2014 109 119 10.1016/j.nicl.2014.06.004
    • (2014) Neuroimage Clin. , vol.5 , pp. 109-119
    • Huang, M.1
  • 50
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: theory and applications
    • Huang G.B., Zhu Q.Y., and Siew C.K. Extreme learning machine: theory and applications Neurocomputing 70 1-3 2006 489 501 10.1016/j.neucom.2005.12.126
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 489-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 51
    • 84861333066 scopus 로고    scopus 로고
    • An automatic MEG low-frequency source imaging approach for detecting injuries in mild and moderate TBI patients with blast and non-blast causes
    • Huang M.X., Nichols S., Robb A., Angeles A., Drake A., Holland M., and et al. An automatic MEG low-frequency source imaging approach for detecting injuries in mild and moderate TBI patients with blast and non-blast causes Neuroimage 61 4 2012 1067 1082 10.1016/j.neuroimage.2012.04.029 22542638
    • (2012) Neuroimage , vol.61 , Issue.4 , pp. 1067-1082
    • Huang, M.X.1    Nichols, S.2    Robb, A.3    Angeles, A.4    Drake, A.5    Holland, M.6
  • 53
    • 84857887715 scopus 로고    scopus 로고
    • Emerging imaging tools for use with traumatic brain injury research
    • Hunter J.V., Wilde E.A., Tong K.A., and Holshouser B.A. Emerging imaging tools for use with traumatic brain injury research J. neurotrauma 29 4 2012 654 671 10.1089/neu.2011.1906 21787167
    • (2012) J. neurotrauma , vol.29 , Issue.4 , pp. 654-671
    • Hunter, J.V.1    Wilde, E.A.2    Tong, K.A.3    Holshouser, B.A.4
  • 55
    • 84872771174 scopus 로고    scopus 로고
    • On the discovery of group-consistent graph substructure patterns from brain networks
    • Iakovidou N.D., Dimitriadis S.I., Laskaris N.A., Tsichlas K., and Manolopoulos Y. On the discovery of group-consistent graph substructure patterns from brain networks J. Neurosci. Methods 213 2 2013 204 213 10.1016/j.jneumeth.2012.12.018 23274947
    • (2013) J. Neurosci. Methods , vol.213 , Issue.2 , pp. 204-213
    • Iakovidou, N.D.1    Dimitriadis, S.I.2    Laskaris, N.A.3    Tsichlas, K.4    Manolopoulos, Y.5
  • 58
    • 78650493262 scopus 로고    scopus 로고
    • Towards the virtual brain: network modeling of the intact and the damaged brain
    • Jirsa V.K., Sporns O., Breakspear M., Deco G., and McIntosh A.R. Towards the virtual brain: network modeling of the intact and the damaged brain Arch. Ital. Biol. 148 3 2010 189 205 21175008
    • (2010) Arch. Ital. Biol. , vol.148 , Issue.3 , pp. 189-205
    • Jirsa, V.K.1    Sporns, O.2    Breakspear, M.3    Deco, G.4    McIntosh, A.R.5
  • 59
    • 0027182973 scopus 로고
    • Mild traumatic brain injury committee of the head injury interdisciplinary special interest group of the American Congress of Rehabilitation Medicine. Definition of mild traumatic brain injury
    • Kay T. Mild traumatic brain injury committee of the head injury interdisciplinary special interest group of the American Congress of Rehabilitation Medicine. Definition of mild traumatic brain injury J. Head Trauma Rehabil. 8 1993 86 87
    • (1993) J. Head Trauma Rehabil. , vol.8 , pp. 86-87
    • Kay, T.1
  • 60
    • 74049158271 scopus 로고    scopus 로고
    • Robust algorithm for arrhythmia classification in ECG using extreme learning machine
    • Kim J., Shin H.S., Shin K., and Lee M. Robust algorithm for arrhythmia classification in ECG using extreme learning machine Biomed. Eng. Online 8 2009 31 10.1186/1475-925X-8-31 19863819
    • (2009) Biomed. Eng. Online , vol.8 , pp. 31
    • Kim, J.1    Shin, H.S.2    Shin, K.3    Lee, M.4
  • 61
    • 77954640879 scopus 로고    scopus 로고
    • The role of advanced MR imaging findings as biomarkers of traumatic brain injury
    • Kou Z., Wu Z., Tong K.A., Holshouser B., Benson R.R., Hu J., and Haacke E.M. The role of advanced MR imaging findings as biomarkers of traumatic brain injury J. Head Trauma Rehabil. 25 4 2010 267 282 10.1097/HTR.0b013e3181e54793 20611045
    • (2010) J. Head Trauma Rehabil. , vol.25 , Issue.4 , pp. 267-282
    • Kou, Z.1    Wu, Z.2    Tong, K.A.3    Holshouser, B.4    Benson, R.R.5    Hu, J.6    Haacke, E.M.7
  • 62
    • 0032757697 scopus 로고    scopus 로고
    • Measuring phase synchrony in brain signals
    • Lachaux J.P., Rodriguez E., Martinerie J., and Varela F.J. Measuring phase synchrony in brain signals Hum. Brain Mapp. 8 4 1999 194 208 10.1002/(SICI)1097-0193(1999)8:4<194::AID-HBM4>3.0.CO;2-C 10619414
    • (1999) Hum. Brain Mapp. , vol.8 , Issue.4 , pp. 194-208
    • Lachaux, J.P.1    Rodriguez, E.2    Martinerie, J.3    Varela, F.J.4
  • 63
    • 84922591049 scopus 로고    scopus 로고
    • Efficient behavior of small-world networks
    • Latora V., and Marchiori M. Efficient behavior of small-world networks Phys. Rev. Lett. 87 19 2001 198701 10.1103/PhysRevLett.87.198701 11690461
    • (2001) Phys. Rev. Lett. , vol.87 , Issue.19 , pp. 198701
    • Latora, V.1    Marchiori, M.2
  • 65
    • 0018570007 scopus 로고
    • The Galveston orientation and amnesia test: a practical scale to assess cognition after head injury
    • Levin H.S., O'Donnell V.M., and Grossman R.G. The Galveston orientation and amnesia test: a practical scale to assess cognition after head injury J. Nerv. Ment. Dis. 167 11 1979 675 684 501342
    • (1979) J. Nerv. Ment. Dis. , vol.167 , Issue.11 , pp. 675-684
    • Levin, H.S.1    O'Donnell, V.M.2    Grossman, R.G.3
  • 66
    • 34249042882 scopus 로고    scopus 로고
    • Objective documentation of traumatic brain injury subsequent to mild head trauma: multimodal brain imaging with MEG, SPECT, and MRI
    • Lewine J.D., Davis J.T., Bigler E.D., Thoma R., Hill D., Funke M., and et al. Objective documentation of traumatic brain injury subsequent to mild head trauma: multimodal brain imaging with MEG, SPECT, and MRI J. Head Trauma Rehabil. 22 3 2007 141 155 10.1097/01.HTR.0000271115.29954.27 17510590
    • (2007) J. Head Trauma Rehabil. , vol.22 , Issue.3 , pp. 141-155
    • Lewine, J.D.1    Davis, J.T.2    Bigler, E.D.3    Thoma, R.4    Hill, D.5    Funke, M.6
  • 68
    • 85007104298 scopus 로고    scopus 로고
    • Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data, Chapman, Hall, Press Machine, C.R.C
    • Taylor and Francis
    • Lu H., Plataniotis K.N., and Venetsanopoulos A.N. Multilinear Subspace Learning: Dimensionality Reduction of Multidimensional Data, Chapman, Hall, Press Machine, C.R.C Learning and Pattern Recognition Series 2013 Taylor and Francis 2013
    • (2013) Learning and Pattern Recognition Series , pp. 2013
    • Lu, H.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 69
    • 84885639446 scopus 로고    scopus 로고
    • Complexity analysis of resting state magnetoencephalography activity in traumatic brain injury patients
    • Luo Q., Xu D., Roskos T., Stout J., Kull L., Cheng X., Whitson D., Boomgarden E., Gfeller J., and Bucholz R.D. Complexity analysis of resting state magnetoencephalography activity in traumatic brain injury patients J. Neurotrauma 30 20 2013 1702 1709 10.1089/neu.2012.2679 23692211
    • (2013) J. Neurotrauma , vol.30 , Issue.20 , pp. 1702-1709
    • Luo, Q.1    Xu, D.2    Roskos, T.3    Stout, J.4    Kull, L.5    Cheng, X.6    Whitson, D.7    Boomgarden, E.8    Gfeller, J.9    Bucholz, R.D.10
  • 72
    • 79953278267 scopus 로고    scopus 로고
    • Resting functional connectivity in patients with brain tumors in eloquent areas
    • Martino J., Honma S.M., Findlay A.M., Guggisberg A.G., Owen J.P., Kirsch H.E., and et al. Resting functional connectivity in patients with brain tumors in eloquent areas Ann. neurol. 69 3 2011 521 532 10.1002/ana.22167 21400562
    • (2011) Ann. neurol. , vol.69 , Issue.3 , pp. 521-532
    • Martino, J.1    Honma, S.M.2    Findlay, A.M.3    Guggisberg, A.G.4    Owen, J.P.5    Kirsch, H.E.6
  • 73
    • 84878118796 scopus 로고    scopus 로고
    • Frequency specific interactions of MEG resting state activity within and across brain networks as revealed by the multivariate interaction measure
    • Marzetti L., Della Penna S., Snyder A.Z., Pizzella V., Nolte G., de Pasquale F., Romani G.L., and Corbetta M. Frequency specific interactions of MEG resting state activity within and across brain networks as revealed by the multivariate interaction measure Neuroimage 79 2013 172 183 10.1016/j.neuroimage.2013.04.062 23631996
    • (2013) Neuroimage , vol.79 , pp. 172-183
    • Marzetti, L.1    Della Penna, S.2    Snyder, A.Z.3    Pizzella, V.4    Nolte, G.5    De Pasquale, F.6    Romani, G.L.7    Corbetta, M.8
  • 75
    • 33747894287 scopus 로고    scopus 로고
    • Imaging human EEG dynamics using independent component analysis
    • Onton J., Westerfield M., Townsend J., and Makeig S. Imaging human EEG dynamics using independent component analysis Neurosci. Biobehav. Rev. 30 6 2006 808 822 10.1016/j.neubiorev.2006.06.007 16904745
    • (2006) Neurosci. Biobehav. Rev. , vol.30 , Issue.6 , pp. 808-822
    • Onton, J.1    Westerfield, M.2    Townsend, J.3    Makeig, S.4
  • 76
    • 79551668253 scopus 로고    scopus 로고
    • FieldTrip: open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data
    • doi: 21253357
    • Oostenveld R., Fries P., Maris E., and Schoffelen J.M. FieldTrip: open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data Comput. Intell. Neurosci. 2011 2011 156869 Article 156869. [doi: 21253357
    • (2011) Comput. Intell. Neurosci. , vol.2011 , pp. 156869
    • Oostenveld, R.1    Fries, P.2    Maris, E.3    Schoffelen, J.M.4
  • 77
    • 84897940560 scopus 로고    scopus 로고
    • Hockey Concussion Education Project, part 2. Microstructural white matter alterations in acutely concussed ice hockey players: a longitudinal free-water MRI study
    • Pasternak O., Koerte I.K., Bouix S., Fredman E., Sasaki T., Mayinger M., and et al. Hockey Concussion Education Project, part 2. Microstructural white matter alterations in acutely concussed ice hockey players: a longitudinal free-water MRI study J. neurosurg. 120 4 2014 873 881 10.3171/2013.12.JNS132090 24490785
    • (2014) J. neurosurg. , vol.120 , Issue.4 , pp. 873-881
    • Pasternak, O.1    Koerte, I.K.2    Bouix, S.3    Fredman, E.4    Sasaki, T.5    Mayinger, M.6
  • 82
    • 39649116676 scopus 로고    scopus 로고
    • A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: a simulation case
    • Romero S., Mañanas M.A., and Barbanoj M.J. A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: a simulation case Comp. Biol. Med. 38 3 2008 348 360 10.1016/j.compbiomed.2007.12.001
    • (2008) Comp. Biol. Med. , vol.38 , Issue.3 , pp. 348-360
    • Romero, S.1    Mañanas, M.A.2    Barbanoj, M.J.3
  • 83
    • 84888868882 scopus 로고    scopus 로고
    • Fledgling pathoconnectomics of psychiatric disorders
    • Rubinov M., and Bullmore E. Fledgling pathoconnectomics of psychiatric disorders Trends Cogn. Sci. (Regul. Ed.) 17 12 2013 641 647 10.1016/j.tics.2013.10.007 24238779
    • (2013) Trends Cogn. Sci. (Regul. Ed.) , vol.17 , Issue.12 , pp. 641-647
    • Rubinov, M.1    Bullmore, E.2
  • 84
    • 18144431880 scopus 로고    scopus 로고
    • Neurophysiological architecture of functional magnetic resonance images of human brain
    • Salvador R., Suckling J., Coleman M.R., Pickard J.D., Menon D., and Bullmore E.D. Neurophysiological architecture of functional magnetic resonance images of human brain Cereb. Cortex 15 9 2005 1332 1342 10.1093/cercor/bhi016 15635061
    • (2005) Cereb. Cortex , vol.15 , Issue.9 , pp. 1332-1342
    • Salvador, R.1    Suckling, J.2    Coleman, M.R.3    Pickard, J.D.4    Menon, D.5    Bullmore, E.D.6
  • 85
    • 84897937474 scopus 로고    scopus 로고
    • Hockey Concussion Education Project, part 3. White matter microstructure in ice hockey players with a history of concussion: a diffusion tensor imaging study
    • Sasaki T., Pasternak O., Mayinger M., Muehlmann M., Savadjiev P., Bouix S., and et al. Hockey Concussion Education Project, part 3. White matter microstructure in ice hockey players with a history of concussion: a diffusion tensor imaging study J. neurosurg. 120 4 2014 882 890 10.3171/2013.12.JNS132092 24471841
    • (2014) J. neurosurg. , vol.120 , Issue.4 , pp. 882-890
    • Sasaki, T.1    Pasternak, O.2    Mayinger, M.3    Muehlmann, M.4    Savadjiev, P.5    Bouix, S.6
  • 86
    • 84895926390 scopus 로고    scopus 로고
    • Network dysfunction after traumatic brain injury
    • Sharp D.J., Scott G., and Leech R. Network dysfunction after traumatic brain injury Nat. Rev. Neurol. 10 3 2014 156 166 10.1038/nrneurol.2014.15 24514870
    • (2014) Nat. Rev. Neurol. , vol.10 , Issue.3 , pp. 156-166
    • Sharp, D.J.1    Scott, G.2    Leech, R.3
  • 87
    • 73749086757 scopus 로고    scopus 로고
    • Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI
    • Shen H., Wang L., Liu Y., and Hu D. Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI Neuroimage 49 4 2010 3110 3121 10.1016/j.neuroimage.2009.11.011 19931396
    • (2010) Neuroimage , vol.49 , Issue.4 , pp. 3110-3121
    • Shen, H.1    Wang, L.2    Liu, Y.3    Hu, D.4
  • 88
    • 67650624140 scopus 로고    scopus 로고
    • Post-concussion symptoms after traumatic brain injury at 3 and 12 months post-injury: a prospective study
    • Sigurdardottir S., Andelic N., Roe C., Jerstad T., and Schanke A.K. Post-concussion symptoms after traumatic brain injury at 3 and 12 months post-injury: a prospective study Brain Inj. 23 6 2009 489 497 10.1080/02699050902926309 19484622
    • (2009) Brain Inj. , vol.23 , Issue.6 , pp. 489-497
    • Sigurdardottir, S.1    Andelic, N.2    Roe, C.3    Jerstad, T.4    Schanke, A.K.5
  • 90
    • 31144436747 scopus 로고    scopus 로고
    • The human connectome: a structural description of the human brain
    • Sporns O., Tononi G., and Kötter R. The human connectome: a structural description of the human brain PLOS Comput. Biol. 1 4 2005 e42 10.1371/journal.pcbi.0010042 16201007
    • (2005) PLOS Comput. Biol. , vol.1 , Issue.4 , pp. e42
    • Sporns, O.1    Tononi, G.2    Kötter, R.3
  • 91
    • 78951493634 scopus 로고    scopus 로고
    • Characterization of anatomical and functional connectivity in the brain: a complex networks perspective
    • Stam C.J. Characterization of anatomical and functional connectivity in the brain: a complex networks perspective Int. J. Psychophysiol. 77 3 2010 186 194 10.1016/j.ijpsycho.2010.06.024 20598763
    • (2010) Int. J. Psychophysiol. , vol.77 , Issue.3 , pp. 186-194
    • Stam, C.J.1
  • 92
    • 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., and Scheltens P. Small-world networks and functional connectivity in Alzheimer's disease Cereb. Cortex 17 1 2007 92 99 10.1093/cercor/bhj127 16452642
    • (2007) Cereb. Cortex , vol.17 , Issue.1 , pp. 92-99
    • Stam, C.J.1    Jones, B.F.2    Nolte, G.3    Breakspear, M.4    Scheltens, P.5
  • 93
    • 84878723415 scopus 로고    scopus 로고
    • Resting state magnetoencephalography functional connectivity in traumatic brain injury
    • Tarapore P.E., Findlay A.M., LaHue S.C., Lee H., Honma S.M., Mizuiri D., and et al. Resting state magnetoencephalography functional connectivity in traumatic brain injury J. neurosurg. 118 6 2013 1306 1316 10.3171/2013.3.JNS12398 23600939
    • (2013) J. neurosurg. , vol.118 , Issue.6 , pp. 1306-1316
    • Tarapore, P.E.1    Findlay, A.M.2    LaHue, S.C.3    Lee, H.4    Honma, S.M.5    Mizuiri, D.6
  • 94
    • 0016391336 scopus 로고
    • Assessment of coma and impaired consciousness. A practical scale
    • Teasdale G.M., and Jennett B. Assessment of coma and impaired consciousness. A practical scale Lancet 2 7872 1974 81 84 10.1016/S0140-6736(74)91639-0 4136544
    • (1974) Lancet , vol.2 , Issue.7872 , pp. 81-84
    • Teasdale, G.M.1    Jennett, B.2
  • 97
    • 84870507358 scopus 로고    scopus 로고
    • Connectivity in MEG resting-state networks increases after resective surgery for low-grade glioma and correlates with improved cognitive performance
    • Van Dellen E., de Witt Hamer P.C., Douw L., Klein M., Heimans J.J., Stam C.J., and et al. Connectivity in MEG resting-state networks increases after resective surgery for low-grade glioma and correlates with improved cognitive performance Neuroimage Clin. 2 2012 1 7 10.1016/j.nicl.2012.10.007 24179752
    • (2012) Neuroimage Clin. , vol.2 , pp. 1-7
    • Van Dellen, E.1    De Witt Hamer, P.C.2    Douw, L.3    Klein, M.4    Heimans, J.J.5    Stam, C.J.6
  • 98
    • 70350509565 scopus 로고    scopus 로고
    • Classification and prediction of outcome in traumatic brain injury based on computed tomographic imaging
    • Zhu G.W., Wang F., and Liu W.G. Classification and prediction of outcome in traumatic brain injury based on computed tomographic imaging J. Int. Med. Res. 37 4 2009 983 995 10.1177/147323000903700402 19761680
    • (2009) J. Int. Med. Res. , vol.37 , Issue.4 , pp. 983-995
    • Zhu, G.W.1    Wang, F.2    Liu, W.G.3


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