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Volumn 21, Issue 3, 2014, Pages 369-377

Diagnostic classification based onfunctional connectivity inchronic pain: Model optimization in fibromyalgia and rheumatoid arthritis

Author keywords

Chronic pain; Classification; FMRI; Functional connectivity; MVPA

Indexed keywords

ADULT; ARTICLE; CHRONIC PAIN; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DISEASE CLASSIFICATION; FEMALE; FIBROMYALGIA; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; LEARNING ALGORITHM; MACHINE LEARNING; MIDDLE AGED; MULTIVARIATE ANALYSIS; MULTIVARIATE PATTERN ANALYSIS; PRIORITY JOURNAL; RHEUMATOID ARTHRITIS; SUPPORT VECTOR MACHINE;

EID: 84893479057     PISSN: 10766332     EISSN: 18784046     Source Type: Journal    
DOI: 10.1016/j.acra.2013.12.003     Document Type: Article
Times cited : (26)

References (64)
  • 2
    • 75149118852 scopus 로고    scopus 로고
    • Disease and the brain's dark energy
    • Zhang D., Raichle M.E. Disease and the brain's dark energy. Nat Rev Neurol 2010, 6:15-28.
    • (2010) Nat Rev Neurol , vol.6 , pp. 15-28
    • Zhang, D.1    Raichle, M.E.2
  • 3
    • 79951496032 scopus 로고    scopus 로고
    • A quantitative meta-analysis of fMRI studies in bipolar disorder
    • Chen C.H., Suckling J., Lennox B.R., et al. A quantitative meta-analysis of fMRI studies in bipolar disorder. Bipolar Disord 2011, 13:1-15.
    • (2011) Bipolar Disord , vol.13 , pp. 1-15
    • Chen, C.H.1    Suckling, J.2    Lennox, B.R.3
  • 4
    • 33744761180 scopus 로고    scopus 로고
    • Diagnostic functional MRI: illustrated clinical applications and decision-making
    • Bartsch A.J., Homola G., Biller A., et al. Diagnostic functional MRI: illustrated clinical applications and decision-making. J Magn Reson Imaging 2006, 23:921-932.
    • (2006) J Magn Reson Imaging , vol.23 , pp. 921-932
    • Bartsch, A.J.1    Homola, G.2    Biller, A.3
  • 5
    • 76749142512 scopus 로고    scopus 로고
    • The evolution of clinical functional imaging during the past 2 decades and its current impact on neurosurgical planning
    • Pillai J.J. The evolution of clinical functional imaging during the past 2 decades and its current impact on neurosurgical planning. AJNR Am JNeuroradiol 2010, 31:219-225.
    • (2010) AJNR Am JNeuroradiol , vol.31 , pp. 219-225
    • Pillai, J.J.1
  • 6
    • 84901041663 scopus 로고    scopus 로고
    • Multivariate classification of blood oxygen level-dependent fMRI data with diagnostic intention: a clinical perspective
    • epub ahead of print (DOI: 10.3174/ajnr.A3713)
    • Sundermann B, Herr D, Schwindt W, etal. Multivariate classification of blood oxygen level-dependent fMRI data with diagnostic intention: a clinical perspective. AJNR Am J Neuroradiol 2013; epub ahead of print (DOI: 10.3174/ajnr.A3713).
    • (2013) AJNR Am J Neuroradiol
    • Sundermann, B.1    Herr, D.2    Schwindt, W.3
  • 7
    • 84860734393 scopus 로고    scopus 로고
    • Diagnostic neuroimaging across diseases
    • Klöppel S., Abdulkadir A., Jack C.R., et al. Diagnostic neuroimaging across diseases. Neuroimage 2012, 61:457-463.
    • (2012) Neuroimage , vol.61 , pp. 457-463
    • Klöppel, S.1    Abdulkadir, A.2    Jack, C.R.3
  • 8
    • 84857000430 scopus 로고    scopus 로고
    • Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review
    • Orrù G., Pettersson-Yeo W., Marquand A.F., et al. Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review. Neurosci Biobehav Rev 2012, 36:1140-1152.
    • (2012) Neurosci Biobehav Rev , vol.36 , pp. 1140-1152
    • Orrù, G.1    Pettersson-Yeo, W.2    Marquand, A.F.3
  • 10
    • 84856096266 scopus 로고    scopus 로고
    • Test-retest variability underlying fMRI measurements
    • Raemaekers M., du Plessis S., Ramsey N.F., et al. Test-retest variability underlying fMRI measurements. Neuroimage 2012, 60:717-727.
    • (2012) Neuroimage , vol.60 , pp. 717-727
    • Raemaekers, M.1    du Plessis, S.2    Ramsey, N.F.3
  • 11
    • 66749191048 scopus 로고    scopus 로고
    • The resting brain: unconstrained yet reliable
    • Shehzad Z., Kelly A.M., Reiss P.T., et al. The resting brain: unconstrained yet reliable. Cereb Cortex 2009, 19:2209-2229.
    • (2009) Cereb Cortex , vol.19 , pp. 2209-2229
    • Shehzad, Z.1    Kelly, A.M.2    Reiss, P.T.3
  • 12
    • 84873283933 scopus 로고    scopus 로고
    • Individual variability in functional connectivity architecture of the human brain
    • Mueller S., Wang D., Fox M.D., et al. Individual variability in functional connectivity architecture of the human brain. Neuron 2013, 77:586-595.
    • (2013) Neuron , vol.77 , pp. 586-595
    • Mueller, S.1    Wang, D.2    Fox, M.D.3
  • 13
    • 65549168742 scopus 로고    scopus 로고
    • Machine learning classifiers and fMRI: a tutorial overview
    • Pereira F., Mitchell T., Botvinick M. Machine learning classifiers and fMRI: a tutorial overview. Neuroimage 2009, 45:S199-S209.
    • (2009) Neuroimage , vol.45
    • Pereira, F.1    Mitchell, T.2    Botvinick, M.3
  • 16
    • 84869186722 scopus 로고    scopus 로고
    • Role of functional brain imaging in understanding rheumatic pain
    • Jones A.K., Huneke N.T., Lloyd D.M., et al. Role of functional brain imaging in understanding rheumatic pain. Curr Rheumatol Rep 2012, 14:557-567.
    • (2012) Curr Rheumatol Rep , vol.14 , pp. 557-567
    • Jones, A.K.1    Huneke, N.T.2    Lloyd, D.M.3
  • 17
    • 80052402343 scopus 로고    scopus 로고
    • Fibromyalgia: from pathophysiology to therapy
    • Schmidt-Wilcke T., Clauw D.J. Fibromyalgia: from pathophysiology to therapy. Nat Rev Rheumatol 2011, 7:518-527.
    • (2011) Nat Rev Rheumatol , vol.7 , pp. 518-527
    • Schmidt-Wilcke, T.1    Clauw, D.J.2
  • 18
    • 80052529130 scopus 로고    scopus 로고
    • The role of the central nervous system in the generation and maintenance of chronic pain in rheumatoid arthritis, osteoarthritis and fibromyalgia
    • Lee Y.C., Nassikas N.J., Clauw D.J. The role of the central nervous system in the generation and maintenance of chronic pain in rheumatoid arthritis, osteoarthritis and fibromyalgia. Arthritis Res Ther 2011, 13:211.
    • (2011) Arthritis Res Ther , vol.13 , pp. 211
    • Lee, Y.C.1    Nassikas, N.J.2    Clauw, D.J.3
  • 19
    • 78650183709 scopus 로고    scopus 로고
    • A multisensory investigation of the functional significance of the "pain matrix"
    • Mouraux A., Diukova A., Lee M.C., et al. A multisensory investigation of the functional significance of the "pain matrix". Neuroimage 2011, 54:2237-2249.
    • (2011) Neuroimage , vol.54 , pp. 2237-2249
    • Mouraux, A.1    Diukova, A.2    Lee, M.C.3
  • 20
    • 33847343843 scopus 로고    scopus 로고
    • Dissociable intrinsic connectivity networks for salience processing and executive control
    • Seeley W.W., Menon V., Schatzberg A.F., et al. Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci 2007, 27:2349-2356.
    • (2007) J Neurosci , vol.27 , pp. 2349-2356
    • Seeley, W.W.1    Menon, V.2    Schatzberg, A.F.3
  • 21
    • 69149106062 scopus 로고    scopus 로고
    • Correspondence of the brain's functional architecture during activation and rest
    • Smith S.M., Fox P.T., Miller K.L., et al. Correspondence of the brain's functional architecture during activation and rest. Proc Natl Acad Sci U S A 2009, 106:13040-13045.
    • (2009) Proc Natl Acad Sci U S A , vol.106 , pp. 13040-13045
    • Smith, S.M.1    Fox, P.T.2    Miller, K.L.3
  • 22
    • 84881664851 scopus 로고    scopus 로고
    • Increased power spectral density in resting-state pain-related brain networks in fibromyalgia
    • Kim J.Y., Kim S.H., Seo J., et al. Increased power spectral density in resting-state pain-related brain networks in fibromyalgia. Pain 2013, 154:1792-1797.
    • (2013) Pain , vol.154 , pp. 1792-1797
    • Kim, J.Y.1    Kim, S.H.2    Seo, J.3
  • 23
    • 84855643334 scopus 로고    scopus 로고
    • Disrupted functional connectivity of the pain network in fibromyalgia
    • Cifre I., Sitges C., Fraiman D., et al. Disrupted functional connectivity of the pain network in fibromyalgia. Psychosom Med 2012, 74:55-62.
    • (2012) Psychosom Med , vol.74 , pp. 55-62
    • Cifre, I.1    Sitges, C.2    Fraiman, D.3
  • 24
    • 84876956525 scopus 로고    scopus 로고
    • Default mode network functional connectivity altered in failed back surgery syndrome
    • Kornelsen J., Sboto-Frankenstein U., McIver T., et al. Default mode network functional connectivity altered in failed back surgery syndrome. J Pain 2013, 14:483-491.
    • (2013) J Pain , vol.14 , pp. 483-491
    • Kornelsen, J.1    Sboto-Frankenstein, U.2    McIver, T.3
  • 25
    • 84874810110 scopus 로고    scopus 로고
    • Frequency shifts in the anterior default mode network and the salience network in chronic pain disorder
    • Otti A., Guendel H., Wohlschlager A., et al. Frequency shifts in the anterior default mode network and the salience network in chronic pain disorder. BMC Psychiatry 2013, 13:84.
    • (2013) BMC Psychiatry , vol.13 , pp. 84
    • Otti, A.1    Guendel, H.2    Wohlschlager, A.3
  • 26
    • 38949108996 scopus 로고    scopus 로고
    • Beyond feeling: chronic pain hurts the brain, disrupting the default-mode network dynamics
    • Baliki M.N., Geha P.Y., Apkarian A.V., et al. Beyond feeling: chronic pain hurts the brain, disrupting the default-mode network dynamics. J Neurosci 2008, 28:1398-1403.
    • (2008) J Neurosci , vol.28 , pp. 1398-1403
    • Baliki, M.N.1    Geha, P.Y.2    Apkarian, A.V.3
  • 27
    • 80053254888 scopus 로고    scopus 로고
    • The cortical rhythms of chronic back pain
    • Baliki M.N., Baria A.T., Apkarian A.V. The cortical rhythms of chronic back pain. J Neurosci 2011, 31:13981-13990.
    • (2011) J Neurosci , vol.31 , pp. 13981-13990
    • Baliki, M.N.1    Baria, A.T.2    Apkarian, A.V.3
  • 28
    • 77957238500 scopus 로고    scopus 로고
    • Brain resting state is disrupted in chronic back pain patients
    • Tagliazucchi E., Balenzuela P., Fraiman D., et al. Brain resting state is disrupted in chronic back pain patients. Neurosci Lett 2010, 485:26-31.
    • (2010) Neurosci Lett , vol.485 , pp. 26-31
    • Tagliazucchi, E.1    Balenzuela, P.2    Fraiman, D.3
  • 29
    • 84863186228 scopus 로고    scopus 로고
    • Decreased intrinsic brain connectivity is associated with reduced clinical pain in fibromyalgia
    • Napadow V., Kim J., Clauw D.J., et al. Decreased intrinsic brain connectivity is associated with reduced clinical pain in fibromyalgia. Arthritis Rheum 2012, 64:2398-2403.
    • (2012) Arthritis Rheum , vol.64 , pp. 2398-2403
    • Napadow, V.1    Kim, J.2    Clauw, D.J.3
  • 30
    • 84862185187 scopus 로고    scopus 로고
    • Patients with fibromyalgia display less functional connectivity in the brain's pain inhibitory network
    • Jensen K.B., Loitoile R., Kosek E., et al. Patients with fibromyalgia display less functional connectivity in the brain's pain inhibitory network. Mol Pain 2012, 8:32.
    • (2012) Mol Pain , vol.8 , pp. 32
    • Jensen, K.B.1    Loitoile, R.2    Kosek, E.3
  • 31
    • 22144469412 scopus 로고    scopus 로고
    • The human brain is intrinsically organized into dynamic, anticorrelated functional networks
    • Fox M.D., Snyder A.Z., Vincent J.L., et al. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 2005, 102:9673-9678.
    • (2005) Proc Natl Acad Sci U S A , vol.102 , pp. 9673-9678
    • Fox, M.D.1    Snyder, A.Z.2    Vincent, J.L.3
  • 32
    • 34548535101 scopus 로고    scopus 로고
    • A default mode of brain function: a brief history of an evolving idea
    • Raichle M.E., Snyder A.Z. A default mode of brain function: a brief history of an evolving idea. Neuroimage 2007, 37:1083-1090.
    • (2007) Neuroimage , vol.37 , pp. 1083-1090
    • Raichle, M.E.1    Snyder, A.Z.2
  • 33
    • 0033986086 scopus 로고    scopus 로고
    • Primary somatosensory cortex is actively involved in pain processing in human
    • Kanda M., Nagamine T., Ikeda A., et al. Primary somatosensory cortex is actively involved in pain processing in human. Brain Res 2000, 853:282-289.
    • (2000) Brain Res , vol.853 , pp. 282-289
    • Kanda, M.1    Nagamine, T.2    Ikeda, A.3
  • 34
    • 84883825295 scopus 로고    scopus 로고
    • Cortical representation of pain in primary sensory-motor areas (S1/M1)-a study using intracortical recordings in humans
    • Frot M., Magnin M., Mauguiere F., et al. Cortical representation of pain in primary sensory-motor areas (S1/M1)-a study using intracortical recordings in humans. Hum Brain Mapp 2013, 34:2655-2668.
    • (2013) Hum Brain Mapp , vol.34 , pp. 2655-2668
    • Frot, M.1    Magnin, M.2    Mauguiere, F.3
  • 35
    • 77955389401 scopus 로고    scopus 로고
    • Intrinsic brain connectivity in fibromyalgia is associated with chronic pain intensity
    • Napadow V., LaCount L., Park K., et al. Intrinsic brain connectivity in fibromyalgia is associated with chronic pain intensity. Arthritis Rheum 2010, 62:2545-2555.
    • (2010) Arthritis Rheum , vol.62 , pp. 2545-2555
    • Napadow, V.1    LaCount, L.2    Park, K.3
  • 36
    • 0030860248 scopus 로고    scopus 로고
    • Reduced cortical responses to noxious heat in patients with rheumatoid arthritis
    • Jones A.K., Derbyshire S.W. Reduced cortical responses to noxious heat in patients with rheumatoid arthritis. Ann Rheum Dis 1997, 56:601-607.
    • (1997) Ann Rheum Dis , vol.56 , pp. 601-607
    • Jones, A.K.1    Derbyshire, S.W.2
  • 37
    • 76949094011 scopus 로고    scopus 로고
    • Fibromyalgia unique temporal brain activation during experimental pain: a controlled fMRI Study
    • Burgmer M., Pogatzki-Zahn E., Gaubitz M., et al. Fibromyalgia unique temporal brain activation during experimental pain: a controlled fMRI Study. J Neural Transm 2010, 117:123-131.
    • (2010) J Neural Transm , vol.117 , pp. 123-131
    • Burgmer, M.1    Pogatzki-Zahn, E.2    Gaubitz, M.3
  • 39
    • 77449089433 scopus 로고    scopus 로고
    • Coding of incisional pain in the brain: a functional magnetic resonance imaging study in human volunteers
    • Pogatzki-Zahn E.M., Wagner C., Meinhardt-Renner A., et al. Coding of incisional pain in the brain: a functional magnetic resonance imaging study in human volunteers. Anesthesiology 2010, 112:406-417.
    • (2010) Anesthesiology , vol.112 , pp. 406-417
    • Pogatzki-Zahn, E.M.1    Wagner, C.2    Meinhardt-Renner, A.3
  • 40
    • 84864505082 scopus 로고    scopus 로고
    • Cerebral mechanisms of experimental hyperalgesia in fibromyalgia
    • Burgmer M., Pfleiderer B., Maihofner C., et al. Cerebral mechanisms of experimental hyperalgesia in fibromyalgia. Eur J Pain 2012, 16:636-647.
    • (2012) Eur J Pain , vol.16 , pp. 636-647
    • Burgmer, M.1    Pfleiderer, B.2    Maihofner, C.3
  • 41
    • 80855131514 scopus 로고    scopus 로고
    • Cerebral activation and catastrophizing during pain anticipation in patients with fibromyalgia
    • Burgmer M., Petzke F., Giesecke T., Gaubitz M., Heuft G., Pfleiderer B. Cerebral activation and catastrophizing during pain anticipation in patients with fibromyalgia. Psychosom Med 2011, 73:751-759.
    • (2011) Psychosom Med , vol.73 , pp. 751-759
    • Burgmer, M.1    Petzke, F.2    Giesecke, T.3    Gaubitz, M.4    Heuft, G.5    Pfleiderer, B.6
  • 42
    • 0025266660 scopus 로고
    • The American College of Rheumatology 1990 criteria for the classification of fibromyalgia. Report of the Multicenter Criteria Committee
    • Wolfe F., Smythe H.A., Yunus M.B., et al. The American College of Rheumatology 1990 criteria for the classification of fibromyalgia. Report of the Multicenter Criteria Committee. Arthritis Rheum 1990, 33:160-172.
    • (1990) Arthritis Rheum , vol.33 , pp. 160-172
    • Wolfe, F.1    Smythe, H.A.2    Yunus, M.B.3
  • 43
    • 0023945481 scopus 로고
    • The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis
    • Arnett F.C., Edworthy S.M., Bloch D.A., et al. The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum 1988, 31:315-324.
    • (1988) Arthritis Rheum , vol.31 , pp. 315-324
    • Arnett, F.C.1    Edworthy, S.M.2    Bloch, D.A.3
  • 44
    • 0023190056 scopus 로고
    • The Pain Disability Index: psychometric and validity data
    • Tait R.C., Pollard C.A., Margolis R.B., et al. The Pain Disability Index: psychometric and validity data. Arch Phys Med Rehabil 1987, 68:438-441.
    • (1987) Arch Phys Med Rehabil , vol.68 , pp. 438-441
    • Tait, R.C.1    Pollard, C.A.2    Margolis, R.B.3
  • 45
    • 0027441566 scopus 로고
    • Functional connectivity: the principal-component analysis of large (PET) data sets
    • Friston K.J., Frith C.D., Liddle P.F., et al. Functional connectivity: the principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab 1993, 13:5-14.
    • (1993) J Cereb Blood Flow Metab , vol.13 , pp. 5-14
    • Friston, K.J.1    Frith, C.D.2    Liddle, P.F.3
  • 47
    • 35948999987 scopus 로고    scopus 로고
    • Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template
    • Lancaster J.L., Tordesillas-Gutierrez D., Martinez M., et al. Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template. Hum Brain Mapp 2007, 28:1194-1205.
    • (2007) Hum Brain Mapp , vol.28 , pp. 1194-1205
    • Lancaster, J.L.1    Tordesillas-Gutierrez, D.2    Martinez, M.3
  • 48
    • 74049156284 scopus 로고    scopus 로고
    • Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization
    • Van Dijk K.R., Hedden T., Venkataraman A., et al. Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization. J Neurophysiol 2010, 103:297-321.
    • (2010) J Neurophysiol , vol.103 , pp. 297-321
    • Van Dijk, K.R.1    Hedden, T.2    Venkataraman, A.3
  • 49
    • 84866849266 scopus 로고    scopus 로고
    • Functional connectivity profile of the human inferior frontal junction: involvement in a cognitive control network
    • Sundermann B., Pfleiderer B. Functional connectivity profile of the human inferior frontal junction: involvement in a cognitive control network. BMC Neurosci 2012, 13:119.
    • (2012) BMC Neurosci , vol.13 , pp. 119
    • Sundermann, B.1    Pfleiderer, B.2
  • 50
    • 80052944191 scopus 로고    scopus 로고
    • REST: a toolkit for resting-state functional magnetic resonance imaging data processing
    • Song X.W., Dong Z.Y., Long X.Y., et al. REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS One 2011, 6:e25031.
    • (2011) PLoS One , vol.6
    • Song, X.W.1    Dong, Z.Y.2    Long, X.Y.3
  • 51
    • 85019241717 scopus 로고    scopus 로고
    • DPARSF: a MATLAB toolbox for "Pipeline" data analysis of resting-state fMRI
    • Chao-Gan Y., Yu-Feng Z. DPARSF: a MATLAB toolbox for "Pipeline" data analysis of resting-state fMRI. Front Syst Neurosci 2010, 4:13.
    • (2010) Front Syst Neurosci , vol.4 , pp. 13
    • Chao-Gan, Y.1    Yu-Feng, Z.2
  • 53
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: a library for support vector machines
    • Chang C., Lin C. LIBSVM: a library for support vector machines. ACM Trans.Intell.Syst.Technol 2011, 2:1-27.
    • (2011) ACM Trans.Intell.Syst.Technol , vol.2 , pp. 1-27
    • Chang, C.1    Lin, C.2
  • 56
    • 84885234549 scopus 로고    scopus 로고
    • MVPA permutation schemes
    • 3rd International Workshop on Pattern Recognition in Neuroimaging Philadelphia 2013, (DOI: 10.1109/PRNI.2013.44)
    • Etzel JA, Braver TS. MVPA permutation schemes. Permutation testing in the land of cross-validation. 3rd International Workshop on Pattern Recognition in Neuroimaging Philadelphia 2013, (DOI: 10.1109/PRNI.2013.44).
    • Permutation testing in the land of cross-validation
    • Etzel, J.A.1    Braver, T.S.2
  • 57
    • 84870469320 scopus 로고    scopus 로고
    • American Psychiatric Association, American Psychiatric Association Task Force on DSM-IVAmerican Psychiatric Association Task Force on DSM-IV, American Psychiatric Association, Washington, DC
    • Diagnostic and statistical manual of mental disorders: DSM-IV-TR 2000, American Psychiatric Association, American Psychiatric Association Task Force on DSM-IVAmerican Psychiatric Association Task Force on DSM-IV, American Psychiatric Association, Washington, DC.
    • (2000) Diagnostic and statistical manual of mental disorders: DSM-IV-TR
  • 58
    • 80052884589 scopus 로고    scopus 로고
    • A systematic review of resilience in the physically ill
    • Stewart D.E., Yuen T. A systematic review of resilience in the physically ill. Psychosomatics 2011, 52:199-209.
    • (2011) Psychosomatics , vol.52 , pp. 199-209
    • Stewart, D.E.1    Yuen, T.2
  • 59
    • 79952748060 scopus 로고    scopus 로고
    • Blockade of TNF-alpha rapidly inhibits pain responses in the central nervous system
    • Hess A., Axmann R., Rech J., et al. Blockade of TNF-alpha rapidly inhibits pain responses in the central nervous system. Proc Natl Acad Sci U S A 2011, 108:3731-3736.
    • (2011) Proc Natl Acad Sci U S A , vol.108 , pp. 3731-3736
    • Hess, A.1    Axmann, R.2    Rech, J.3
  • 60
    • 83055181281 scopus 로고    scopus 로고
    • Sleep deprivation reduces default mode network connectivity and anti-correlation during rest and task performance
    • De Havas J.A., Parimal S., Soon C.S., et al. Sleep deprivation reduces default mode network connectivity and anti-correlation during rest and task performance. Neuroimage 2012, 59:1745-1751.
    • (2012) Neuroimage , vol.59 , pp. 1745-1751
    • De Havas, J.A.1    Parimal, S.2    Soon, C.S.3
  • 61
    • 84864987226 scopus 로고    scopus 로고
    • Spontaneous brain activity relates to autonomic arousal
    • Fan J., Xu P., Van Dam N.T., et al. Spontaneous brain activity relates to autonomic arousal. J Neurosci 2012, 32:11176-11186.
    • (2012) J Neurosci , vol.32 , pp. 11176-11186
    • Fan, J.1    Xu, P.2    Van Dam, N.T.3
  • 62
    • 79952777031 scopus 로고    scopus 로고
    • Reproducibility of single-subject functional connectivity measurements
    • Anderson J.S., Ferguson M.A., Lopez-Larson M., et al. Reproducibility of single-subject functional connectivity measurements. AJNR Am J Neuroradiol 2011, 32:548-555.
    • (2011) AJNR Am J Neuroradiol , vol.32 , pp. 548-555
    • Anderson, J.S.1    Ferguson, M.A.2    Lopez-Larson, M.3
  • 63
    • 77953961776 scopus 로고    scopus 로고
    • Exploring the brain network: a review on resting-state fMRI functional connectivity
    • van den Heuvel M.P., Hulshoff Pol H.E. Exploring the brain network: a review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol 2010, 20:519-534.
    • (2010) Eur Neuropsychopharmacol , vol.20 , pp. 519-534
    • van den Heuvel, M.P.1    Hulshoff Pol, H.E.2
  • 64
    • 66349133709 scopus 로고    scopus 로고
    • The global signal and observed anticorrelated resting state brain networks
    • Fox M.D., Zhang D., Snyder A.Z., et al. 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.