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Volumn 10, Issue 4, 2015, Pages

Discriminative analysis of Parkinson's disease based on whole-brain functional connectivity

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CEREBELLUM; CLASSIFIER; CLINICAL ARTICLE; CONTROLLED STUDY; CORRELATION COEFFICIENT; DEMOGRAPHY; DIAGNOSTIC ACCURACY; DISEASE CLASSIFICATION; FEMALE; FRONTAL CORTEX; HUMAN; MALE; MIDDLE AGED; PARIETAL CORTEX; PARKINSON DISEASE; PATIENT ASSESSMENT; RESTING STATE NETWORK; SENSITIVITY AND SPECIFICITY; SUPPORT VECTOR MACHINE; VALIDATION STUDY; WHOLE BRAIN FUNCTIONAL CONNECTIVITY; AGED; BRAIN CORTEX; CASE CONTROL STUDY; CLINICAL TRIAL; CONNECTOME; DISCRIMINANT ANALYSIS; EARLY DIAGNOSIS; HEAD MOVEMENT; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY;

EID: 84928920285     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0124153     Document Type: Article
Times cited : (44)

References (53)
  • 1
    • 41149163183 scopus 로고    scopus 로고
    • Parkinson's disease:clinical features and diagnosis
    • PMID: 18344392
    • Jankovic J. Parkinson's disease: clinical features and diagnosis. J Neurol Neurosurg Psychiatry 2008; 79(4):368-76. doi: 10.1136/jnnp.2007.131045 PMID: 18344392
    • (2008) J Neurol Neurosurg Psychiatry , vol.79 , Issue.4 , pp. 368-376
    • Jankovic, J.1
  • 2
    • 71849119596 scopus 로고    scopus 로고
    • Voxel-based analyses of gray/white matter volume and diffusion tensor data in major depression
    • PMID: 19959342
    • Abe O, Yamasue H, Kasai K, Yamada H, Aoki S, Inoue H, et al. Voxel-based analyses of gray/white matter volume and diffusion tensor data in major depression. Psychiatry Res 2010; 181(1):64-70. doi: 10.1016/j.pscychresns.2009.07.007 PMID: 19959342
    • (2010) Psychiatry Res , vol.181 , Issue.1 , pp. 64-70
    • Abe, O.1    Yamasue, H.2    Kasai, K.3    Yamada, H.4    Aoki, S.5    Inoue, H.6
  • 3
    • 84902815460 scopus 로고    scopus 로고
    • Motor function deficits in schizophrenia: An fMRI and VBM study
    • PMID: 24562867
    • Singh S, Goyal S, Modi S, Kumar P, Singh N, Bhatia T, et al. Motor function deficits in schizophrenia: an fMRI and VBM study. Neuroradiology 2014; 56(5):413-22. doi: 10.1007/s00234-014-1325-3 PMID: 24562867
    • (2014) Neuroradiology , vol.56 , Issue.5 , pp. 413-422
    • Singh, S.1    Goyal, S.2    Modi, S.3    Kumar, P.4    Singh, N.5    Bhatia, T.6
  • 4
    • 84893474472 scopus 로고    scopus 로고
    • Comparison between brain CT and MRI for voxel-based morphometry of Alzheimer's disease
    • PMID: 24381817
    • Imabayashi E, Matsuda H, Tabira T, Arima K, Araki N, Ishii K, et al. Comparison between brain CT and MRI for voxel-based morphometry of Alzheimer's disease. Brain Behav 2013; 3(4):487-93. doi: 10. 1002/brb3.146 PMID: 24381817
    • (2013) Brain Behav , vol.3 , Issue.4 , pp. 487-493
    • Imabayashi, E.1    Matsuda, H.2    Tabira, T.3    Arima, K.4    Araki, N.5    Ishii, K.6
  • 5
    • 33750737054 scopus 로고    scopus 로고
    • The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data
    • PMID: 17010645
    • Mourao-Miranda J, Reynaud E, McGlone F, Calvert G, Brammer M. The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage 2006; 33(4):1055-65. doi: 10.1016/j.neuroimage.2006.08.016 PMID: 17010645
    • (2006) Neuroimage , vol.33 , Issue.4 , pp. 1055-1065
    • Mourao-Miranda, J.1    Reynaud, E.2    McGlone, F.3    Calvert, G.4    Brammer, M.5
  • 6
    • 38749113910 scopus 로고    scopus 로고
    • Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline
    • PMID: 18053747
    • Fan Y, Batmanghelich N, Clark CM, Davatzikos C. Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. Neuroimage 2008; 39(4): 1731-43. doi: 10.1016/j.neuroimage.2007.10.031 PMID: 18053747
    • (2008) Neuroimage , vol.39 , Issue.4 , pp. 1731-1743
    • Fan, Y.1    Batmanghelich, N.2    Clark, C.M.3    Davatzikos, C.4
  • 7
    • 70349964707 scopus 로고    scopus 로고
    • Investigating the predictive value of whole-brain structural MR scans in autism:A pattern classification approach
    • PMID: 19683584
    • Ecker C, Rocha-Rego V, Johnston P, Mourao-Miranda J, Marquand A, Daly EM, et al. Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach. Neuroimage 2010; 49(1):44-56. doi: 10.1016/j.neuroimage.2009.08.024 PMID: 19683584
    • (2010) Neuroimage , vol.49 , Issue.1 , pp. 44-56
    • Ecker, C.1    Rocha-Rego, V.2    Johnston, P.3    Mourao-Miranda, J.4    Marquand, A.5    Daly, E.M.6
  • 8
    • 84856992396 scopus 로고    scopus 로고
    • fMRI pattern recognition in obsessive-compulsive disorder
    • PMID: 22281674
    • Weygandt M, Blecker CR, Schafer A, Hackmack K, Haynes JD, Vaitl D, et al.. fMRI pattern recognition in obsessive-compulsive disorder. Neuroimage 2012; 60(2):1186-93. doi: 10.1016/j.neuroimage.2012. 01.064 PMID: 22281674
    • (2012) Neuroimage , vol.60 , Issue.2 , pp. 1186-1193
    • Weygandt, M.1    Blecker, C.R.2    Schafer, A.3    Hackmack, K.4    Haynes, J.D.5    Vaitl, D.6
  • 9
    • 38949129350 scopus 로고    scopus 로고
    • Fisher discriminative analysis of restingstate brain function for attention-deficit/hyperactivity disorder
    • PMID: 18191584
    • Zhu CZ, Zang YF, Cao QJ, Yan CG, He Y, Jiang TZ, et al.. Fisher discriminative analysis of restingstate brain function for attention-deficit/hyperactivity disorder. Neuroimage 2008; 40(1):110-20. doi: 10. 1016/j.neuroimage.2007.11.029 PMID: 18191584
    • (2008) Neuroimage , vol.40 , Issue.1 , pp. 110-120
    • Zhu, C.Z.1    Zang, Y.F.2    Cao, Q.J.3    Yan, C.G.4    He, Y.5    Jiang, T.Z.6
  • 10
    • 84860631276 scopus 로고    scopus 로고
    • Identifying major depression using whole-brain functional connectivity:A multivariate pattern analysis
    • PMID: 22418737
    • Zeng LL, Shen H, Liu L, Wang L, Li B, Fang P, et al.. Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis. Brain 2012; 135(Pt 5):1498-507. doi: 10.1093/ brain/aws059 PMID: 22418737
    • (2012) Brain , vol.135 , pp. 1498-1507
    • Zeng, L.L.1    Shen, H.2    Liu, L.3    Wang, L.4    Li, B.5    Fang, P.6
  • 11
    • 65549168742 scopus 로고    scopus 로고
    • Machine learning classifiers and fMRI:A tutorial overview
    • PMID: 19070668
    • Pereira F, Mitchell T, Botvinick M. Machine learning classifiers and fMRI: a tutorial overview. Neuroimage 2009; 45(1 Suppl):S199-209. doi: 10.1016/j.neuroimage.2008.11.007 PMID: 19070668
    • (2009) Neuroimage , vol.45 , Issue.1 , pp. S199-S209
    • Pereira, F.1    Mitchell, T.2    Botvinick, M.3
  • 12
    • 0032816549 scopus 로고    scopus 로고
    • The substantia nigra of the human brain. II.Patterns of loss of dopamine-containing neurons in Parkinson's disease
    • PMID: 10430830
    • Damier P, Hirsch EC, Agid Y, Graybiel AM. The substantia nigra of the human brain. II. Patterns of loss of dopamine-containing neurons in Parkinson's disease. Brain 1999; 122(Pt 8):1437-48. doi: 10.1093/ brain/122.8.1437 PMID: 10430830
    • (1999) Brain , vol.122 , Issue.PART 8 , pp. 1437-1448
    • Damier, P.1    Hirsch, E.C.2    Agid, Y.3    Graybiel, A.M.4
  • 13
    • 84875445466 scopus 로고    scopus 로고
    • Enhanced functional connectivity between putamen and supplementary motor area in Parkinson's disease patients
    • PMID: 23555758
    • Yu R, Liu B, Wang L, Chen J, Liu X. Enhanced functional connectivity between putamen and supplementary motor area in Parkinson's disease patients. PLoS One 2013; 8(3):e59717. doi: 10.1371/ journal.pone.0059717 PMID: 23555758
    • (2013) PLoS One , vol.8 , Issue.3 , pp. e59717
    • Yu, R.1    Liu, B.2    Wang, L.3    Chen, J.4    Liu, X.5
  • 14
    • 84871754989 scopus 로고    scopus 로고
    • Resting state functional connectivity of the striatum in Parkinson's disease
    • PMID: 23195207
    • Hacker CD, Perlmutter JS, Criswell SR, Ances BM, Snyder AZ. Resting state functional connectivity of the striatum in Parkinson's disease. Brain 2012; 135(Pt 12):3699-711. doi: 10.1093/brain/aws281 PMID: 23195207
    • (2012) Brain , vol.135 , Issue.12 , pp. 3699-3711
    • Hacker, C.D.1    Perlmutter, J.S.2    Criswell, S.R.3    Ances, B.M.4    Snyder, A.Z.5
  • 15
    • 84872854558 scopus 로고    scopus 로고
    • Altered resting-state functional connectivity of the dentate nucleus in Parkinson's disease
    • PMID: 23352277
    • Liu H, Edmiston EK, Fan G, Xu K, Zhao B, Shang X, et al.. Altered resting-state functional connectivity of the dentate nucleus in Parkinson's disease. Psychiatry Res 2013; 211(1):64-71. doi: 10.1016/j. pscychresns.2012.10.007 PMID: 23352277
    • (2013) Psychiatry Res , vol.211 , Issue.1 , pp. 64-71
    • Liu, H.1    Edmiston, E.K.2    Fan, G.3    Xu, K.4    Zhao, B.5    Shang, X.6
  • 16
    • 84887230568 scopus 로고    scopus 로고
    • Reduced functional connectivity in earlystage drug-naive Parkinson's disease: A resting-state fMRI study
    • PMID: 24074808
    • Luo C, Song W, Chen Q, Zheng Z, Chen K, Cao B, et al. Reduced functional connectivity in earlystage drug-naive Parkinson's disease: a resting-state fMRI study. Neurobiol Aging 2014; 35(2):431-41. doi: 10.1016/j.neurobiolaging.2013.08.018 PMID: 24074808
    • (2014) Neurobiol Aging , vol.35 , Issue.2 , pp. 431-441
    • Luo, C.1    Song, W.2    Chen, Q.3    Zheng, Z.4    Chen, K.5    Cao, B.6
  • 17
    • 73749086757 scopus 로고    scopus 로고
    • Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI
    • PMID: 19931396
    • Shen H, Wang L, Liu Y, Hu D. Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI. Neuroimage 2010; 49(4):3110-21. doi: 10. 1016/j.neuroimage.2009.11.011 PMID: 19931396
    • (2010) Neuroimage , vol.49 , Issue.4 , pp. 3110-3121
    • Shen, H.1    Wang, L.2    Liu, Y.3    Hu, D.4
  • 18
    • 85019241717 scopus 로고    scopus 로고
    • DPARSF: A MATLAB toolbox for "Pipeline" data analysis of resting-state fMRI
    • PMID: 20577591
    • Chao-Gan Y, Yu-Feng Z. DPARSF: A MATLAB Toolbox for "Pipeline" Data Analysis of Resting-State fMRI. Front Syst Neurosci 2010; 4:13. doi: 10.3389/fnsys.2010.00013 PMID: 20577591
    • (2010) Front Syst Neurosci , vol.4 , pp. 13
    • Chao-Gan, Y.1    Yu-Feng, Z.2
  • 19
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • PMID: 8524021
    • Biswal B, Yetkin FZ, Haughton VM, Hyde JS. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 1995; 34(4):537-41. doi: 10.1002/mrm. 1910340409 PMID: 8524021
    • (1995) Magn Reson Med , vol.34 , Issue.4 , pp. 537-541
    • Biswal, B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 20
    • 0031927479 scopus 로고    scopus 로고
    • Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations
    • PMID: 9558644
    • Lowe MJ, Mock BJ, Sorenson JA. Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. Neuroimage 1998; 7(2):119-32. doi: 10.1006/nimg.1997.0315 PMID: 9558644
    • (1998) Neuroimage , vol.7 , Issue.2 , pp. 119-132
    • Lowe, M.J.1    Mock, B.J.2    Sorenson, J.A.3
  • 21
    • 0032828214 scopus 로고    scopus 로고
    • Three-dimensional MRI atlas of the human cerebellum in proportional stereotaxic space
    • PMID: 10458940
    • Schmahmann JD, Doyon J, McDonald D, Holmes C, Lavoie K, Hurwitz AS, et al. Three-dimensional MRI atlas of the human cerebellum in proportional stereotaxic space. Neuroimage 1999; 10(3 Pt 1):233-60. doi: 10.1006/nimg.1999.0459 PMID: 10458940
    • (1999) Neuroimage , vol.10 , Issue.3 , pp. 233-260
    • Schmahmann, J.D.1    Doyon, J.2    McDonald, D.3    Holmes, C.4    Lavoie, K.5    Hurwitz, A.S.6
  • 22
    • 80052944191 scopus 로고    scopus 로고
    • REST:A toolkit for resting-state functional magnetic resonance imaging data processing
    • PMID: 21949842
    • Song XW, Dong ZY, Long XY, Li SF, Zuo XN, Zhu CZ, et al.. REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS One 2011; 6(9):e25031. doi: 10.1371/journal. pone.0025031 PMID: 21949842
    • (2011) PLoS One , vol.6 , Issue.9 , pp. e25031
    • Song, X.W.1    Dong, Z.Y.2    Long, X.Y.3    Li, S.F.4    Zuo, X.N.5    Zhu, C.Z.6
  • 24
    • 77956517416 scopus 로고    scopus 로고
    • Prediction of individual brain maturity using fMRI
    • PMID: 20829489
    • Dosenbach NU, Nardos B, Cohen AL, Fair DA, Power JD, Church JA, et al. Prediction of individual brain maturity using fMRI. Science 2010; 329(5997):1358-61. doi: 10.1126/science.1194144 PMID: 20829489
    • (2010) Science , vol.329 , Issue.5997 , pp. 1358-1361
    • Dosenbach, N.U.1    Nardos, B.2    Cohen, A.L.3    Fair, D.A.4    Power, J.D.5    Church, J.A.6
  • 26
    • 28444452344 scopus 로고    scopus 로고
    • Permutation tests for classification:Towards statistical significance in image-based studies
    • PMID: 15344469
    • Golland P, Fischl B. Permutation tests for classification: towards statistical significance in image-based studies. Inf Process Med Imaging 2003; 18:330-41. doi: 10.1007/978-3-540-45087-0-28 PMID: 15344469
    • (2003) Inf Process Med Imaging , vol.18 , pp. 330-341
    • Golland, P.1    Fischl, B.2
  • 27
    • 81155162516 scopus 로고    scopus 로고
    • The influence of head motion on intrinsic functional connectivity MRI
    • PMID: 21810475
    • Van Dijk KR, Sabuncu MR, Buckner RL. The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 2012; 59(1):431-8. doi: 10.1016/j.neuroimage.2011.07.044 PMID: 21810475
    • (2012) Neuroimage , vol.59 , Issue.1 , pp. 431-438
    • Van Dijk, K.R.1    Sabuncu, M.R.2    Buckner, R.L.3
  • 28
    • 84879833765 scopus 로고    scopus 로고
    • BrainNet Viewer: A network visualization tool for human brain connectomics
    • PMID: 23861951
    • Xia M, Wang J, He Y. BrainNet Viewer: a network visualization tool for human brain connectomics. PLoS One 2013; 8(7):e68910. doi: 10.1371/journal.pone.0068910 PMID: 23861951
    • (2013) PLoS One , vol.8 , Issue.7 , pp. e68910
    • Xia, M.1    Wang, J.2    He, Y.3
  • 29
  • 31
    • 10144257196 scopus 로고    scopus 로고
    • Default-mode activity during a passive sensory task: Uncoupled from deactivation but impacting activation
    • PMID: 15601513
    • Greicius MD, Menon V. Default-mode activity during a passive sensory task: uncoupled from deactivation but impacting activation. J Cogn Neurosci 2004; 16(9):1484-92. doi: 10.1162/0898929042568532 PMID: 15601513
    • (2004) J Cogn Neurosci , vol.16 , Issue.9 , pp. 1484-1492
    • Greicius, M.D.1    Menon, V.2
  • 32
    • 84933678567 scopus 로고    scopus 로고
    • The brain as a crystal ball: The predictive potential of default mode network
    • PMID: 23055961
    • Sandrone S. The brain as a crystal ball: the predictive potential of default mode network. Front Hum Neurosci 2012; 6:261. doi: 10.3389/fnhum.2012.00261 PMID: 23055961
    • (2012) Front Hum Neurosci , vol.6 , pp. 261
    • Sandrone, S.1
  • 33
    • 27144549543 scopus 로고    scopus 로고
    • Cognitive profile of patients with newly diagnosed Parkinson disease
    • Muslimovic D, Post B, Speelman JD, Schmand B. Cognitive profile of patients with newly diagnosed Parkinson disease. Neurology 2005; 65(8):1239-45. doi: 10.1212/01.wnl.0000180516.69442.95
    • (2005) Neurology , vol.65 , Issue.8 , pp. 1239-1245
    • Muslimovic, D.1    Post, B.2    Speelman, J.D.3    Schmand, B.4
  • 34
    • 0027089916 scopus 로고
    • Fronto-striatal cognitive deficits at different stages of Parkinson's disease
    • PMID: 1486458
    • Owen AM, James M, Leigh PN, Summers BA, Marsden CD, Quinn NP, et al.. Fronto-striatal cognitive deficits at different stages of Parkinson's disease. Brain 1992; 115(Pt 6):1727-51. doi: 10.1093/brain/ 115.6.1727 PMID: 1486458
    • (1992) Brain , vol.115 , Issue.PART 6 , pp. 1727-1751
    • Owen, A.M.1    James, M.2    Leigh, P.N.3    Summers, B.A.4    Marsden, C.D.5    Quinn, N.P.6
  • 35
    • 84871306338 scopus 로고    scopus 로고
    • Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease
    • PMID: 23100395
    • Tessitore A, Esposito F, Vitale C, Santangelo G, Amboni M, Russo A, et al. Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease. Neurology 2012; 79(23):2226-32. doi: 10.1212/WNL.0b013e31827689d6 PMID: 23100395
    • (2012) Neurology , vol.79 , Issue.23 , pp. 2226-2232
    • Tessitore, A.1    Esposito, F.2    Vitale, C.3    Santangelo, G.4    Amboni, M.5    Russo, A.6
  • 36
    • 84864592590 scopus 로고    scopus 로고
    • Basal ganglia circuits changes in Parkinson's disease patients
    • PMID: 22813979
    • Wu T, Wang J, Wang C, Hallett M, Zang Y, Wu X, et al. Basal ganglia circuits changes in Parkinson's disease patients. Neurosci Lett 2012; 524(1):55-9. doi: 10.1016/j.neulet.2012.07.012 PMID: 22813979
    • (2012) Neurosci Lett , vol.524 , Issue.1 , pp. 55-59
    • Wu, T.1    Wang, J.2    Wang, C.3    Hallett, M.4    Zang, Y.5    Wu, X.6
  • 37
    • 33644966535 scopus 로고    scopus 로고
    • Effect of levodopa on pain threshold in Parkinson's disease: A clinical and positron emission tomography study
    • PMID: 16078219
    • Brefel-Courbon C, Payoux P, Thalamas C, Ory F, Quelven I, Chollet F, et al. Effect of levodopa on pain threshold in Parkinson's disease: a clinical and positron emission tomography study. Mov Disord 2005; 20(12):1557-63. doi: 10.1002/mds.20629 PMID: 16078219
    • (2005) Mov Disord , vol.20 , Issue.12 , pp. 1557-1563
    • Brefel-Courbon, C.1    Payoux, P.2    Thalamas, C.3    Ory, F.4    Quelven, I.5    Chollet, F.6
  • 38
    • 34347250796 scopus 로고    scopus 로고
    • Insular pathology in Parkinson's disease patients with orthostatic hypotension
    • PMID: 16962365
    • Papapetropoulos S, Mash DC. Insular pathology in Parkinson's disease patients with orthostatic hypotension. Parkinsonism Relat Disord 2007; 13(5):308-11. doi: 10.1016/j.parkreldis.2006.06.009 PMID: 16962365
    • (2007) Parkinsonism Relat Disord , vol.13 , Issue.5 , pp. 308-311
    • Papapetropoulos, S.1    Mash, D.C.2
  • 39
    • 0025976466 scopus 로고
    • Long-term suppression of tremor by chronic stimulation of the ventral intermediate thalamic nucleus
    • PMID: 1671433
    • Benabid AL, Pollak P, Gervason C, Hoffmann D, Gao DM, Hommel M, et al. Long-term suppression of tremor by chronic stimulation of the ventral intermediate thalamic nucleus. Lancet 1991; 337 (8738):403-6. doi: 10.1016/0140-6736(91)91175-T PMID: 1671433
    • (1991) Lancet , vol.337 , Issue.8738 , pp. 403-406
    • Benabid, A.L.1    Pollak, P.2    Gervason, C.3    Hoffmann, D.4    Gao, D.M.5    Hommel, M.6
  • 40
    • 4043145916 scopus 로고    scopus 로고
    • Subthalamic nucleus stimulation reduces abnormal motor cortical overactivity in Parkinson disease
    • PMID: 15313852
    • Payoux P, Remy P, Damier P, Miloudi M, Loubinoux I, Pidoux B, et al. Subthalamic nucleus stimulation reduces abnormal motor cortical overactivity in Parkinson disease. Arch Neurol 2004; 61(8):1307-13. doi: 10.1001/archneur.61.8.1307 PMID: 15313852
    • (2004) Arch Neurol , vol.61 , Issue.8 , pp. 1307-1313
    • Payoux, P.1    Remy, P.2    Damier, P.3    Miloudi, M.4    Loubinoux, I.5    Pidoux, B.6
  • 41
    • 43249120160 scopus 로고    scopus 로고
    • Genetic variability in the SNCA gene influences alpha-synuclein levels in the blood and brain
    • PMID: 18162487
    • Fuchs J, Tichopad A, Golub Y, Munz M, Schweitzer KJ, Wolf B, et al.. Genetic variability in the SNCA gene influences alpha-synuclein levels in the blood and brain. FASEB J 2008; 22(5):1327-34. doi: 10. 1096/fj.07-9348com PMID: 18162487
    • (2008) FASEB J , vol.22 , Issue.5 , pp. 1327-1334
    • Fuchs, J.1    Tichopad, A.2    Golub, Y.3    Munz, M.4    Schweitzer, K.J.5    Wolf, B.6
  • 42
    • 54049111402 scopus 로고    scopus 로고
    • Cerebellar alpha-synuclein levels are decreased in Parkinson's disease and do not correlate with SNCA polymorphisms associated with disease in a Swedish material
    • PMID: 18606870
    • Westerlund M, Belin AC, Anvret A, Hakansson A, Nissbrandt H, Lind C, et al. Cerebellar alpha-synuclein levels are decreased in Parkinson's disease and do not correlate with SNCA polymorphisms associated with disease in a Swedish material. FASEB J 2008; 22(10):3509-14. doi: 10.1096/fj.08-110148 PMID: 18606870
    • (2008) FASEB J , vol.22 , Issue.10 , pp. 3509-3514
    • Westerlund, M.1    Belin, A.C.2    Anvret, A.3    Hakansson, A.4    Nissbrandt, H.5    Lind, C.6
  • 43
    • 74549216398 scopus 로고    scopus 로고
    • A deformation-based morphometry study of patients with early-stage Parkinson's disease
    • PMID: 19912319
    • Borghammer P, Ostergaard K, Cumming P, Gjedde A, Rodell A, Hall N, et al. A deformation-based morphometry study of patients with early-stage Parkinson's disease. Eur J Neurol 2010; 17(2):314-20. doi: 10.1111/j.1468-1331.2009.02807.x PMID: 19912319
    • (2010) Eur J Neurol , vol.17 , Issue.2 , pp. 314-320
    • Borghammer, P.1    Ostergaard, K.2    Cumming, P.3    Gjedde, A.4    Rodell, A.5    Hall, N.6
  • 44
    • 62549114415 scopus 로고    scopus 로고
    • Morphological differences in Parkinson's disease with and without rest tremor
    • PMID: 19219572
    • Benninger DH, Thees S, Kollias SS, Bassetti CL, Waldvogel D. Morphological differences in Parkinson's disease with and without rest tremor. J Neurol 2009; 256(2):256-63. doi: 10.1007/s00415-009-0092-2 PMID: 19219572
    • (2009) J Neurol , vol.256 , Issue.2 , pp. 256-263
    • Benninger, D.H.1    Thees, S.2    Kollias, S.S.3    Bassetti, C.L.4    Waldvogel, D.5
  • 45
    • 84874861183 scopus 로고    scopus 로고
    • The cerebellum in Parkinson's disease
    • PMID: 23404337
    • Wu T, Hallett M. The cerebellum in Parkinson's disease. Brain 2013; 136(Pt 3):696-709. doi: 10.1093/ brain/aws360 PMID: 23404337
    • (2013) Brain , vol.136 , Issue.PART 3 , pp. 696-709
    • Wu, T.1    Hallett, M.2
  • 46
    • 84890764457 scopus 로고    scopus 로고
    • Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy
    • PMID: 24286700
    • Salvatore C, Cerasa A, Castiglioni I, Gallivanone F, Augimeri A, Lopez M, et al. Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy. J Neurosci Methods 2014; 222:230-7. doi: 10.1016/j.jneumeth.2013.11.016 PMID: 24286700
    • (2014) J Neurosci Methods , vol.222 , pp. 230-237
    • Salvatore, C.1    Cerasa, A.2    Castiglioni, I.3    Gallivanone, F.4    Augimeri, A.5    Lopez, M.6
  • 47
    • 84869055074 scopus 로고    scopus 로고
    • Automatic classification of early Parkinson's disease with multi-modal MR imaging
    • PMID: 23152757
    • Long D, Wang J, Xuan M, Gu Q, Xu X, Kong D, et al. Automatic classification of early Parkinson's disease with multi-modal MR imaging. PLoS One 2012; 7(11):e47714. doi: 10.1371/journal.pone.0047714 PMID: 23152757
    • (2012) PLoS One , vol.7 , Issue.11 , pp. e47714
    • Long, D.1    Wang, J.2    Xuan, M.3    Gu, Q.4    Xu, X.5    Kong, D.6
  • 48
    • 84905817991 scopus 로고    scopus 로고
    • Functional connectivity in the basal ganglia network differentiates PD patients from controls
    • PMID: 24920856
    • Szewczyk-Krolikowski K, Menke RA, Rolinski M, Duff E, Salimi-Khorshidi G, Filippini N, et al. Functional connectivity in the basal ganglia network differentiates PD patients from controls. Neurology 2014; 83(3):208-14. doi: 10.1212/WNL.0000000000000592 PMID: 24920856
    • (2014) Neurology , vol.83 , Issue.3 , pp. 208-214
    • Szewczyk-Krolikowski, K.1    Menke, R.A.2    Rolinski, M.3    Duff, E.4    Salimi-Khorshidi, G.5    Filippini, N.6
  • 49
    • 33745100001 scopus 로고    scopus 로고
    • Artificial neural network classifier for the diagnosis of Parkinson's disease using [99mTc]TRODAT-l and SPECT
    • PMID: 16757862
    • Acton PD, Newberg A. Artificial neural network classifier for the diagnosis of Parkinson's disease using [99mTc]TRODAT-l and SPECT. Phys Med Biol 2006; 51(12):3057-66. doi: 10.1088/0031-9155/51/12/004 PMID: 16757862
    • (2006) Phys Med Biol , vol.51 , Issue.12 , pp. 3057-3066
    • Acton, P.D.1    Newberg, A.2
  • 50
    • 84886638866 scopus 로고    scopus 로고
    • Altered resting state brain networks in Parkinson's disease
    • PMID: 24204812
    • Gottlich M, Munte TF, Heldmann M, Kasten M, Hagenah J, Kramer UM. Altered resting state brain networks in Parkinson's disease. PLoS One 2013; 8(10):e77336. doi: 10.1371/journal.pone.0077336 PMID: 24204812
    • (2013) PLoS One , vol.8 , Issue.10 , pp. e77336
    • Gottlich, M.1    Munte, T.F.2    Heldmann, M.3    Kasten, M.4    Hagenah, J.5    Kramer, U.M.6
  • 51
    • 84863882574 scopus 로고    scopus 로고
    • A whole brain fMRI atlas generated via spatially constrained spectral clustering
    • PMID: 21769991
    • Craddock RC, James GA, Holtzheimer PR, Hu XP, Mayberg HS. A whole brain fMRI atlas generated via spatially constrained spectral clustering. Hum Brain Mapp 2012; 33(8):1914-28. doi: 10.1002/hbm. 1333 PMID: 21769991
    • (2012) Hum Brain Mapp , vol.33 , Issue.8 , pp. 1914-1928
    • Craddock, R.C.1    James, G.A.2    Holtzheimer, P.R.3    Hu, X.P.4    Mayberg, H.S.5
  • 52
    • 84902169859 scopus 로고    scopus 로고
    • Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification
    • PMID: 24038749
    • Jie B, Zhang D, Wee CY, Shen D. Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification. Hum Brain Mapp 2014; 35(7):2876-97. doi: 10.1002/hbm.22353 PMID: 24038749
    • (2014) Hum Brain Mapp , vol.35 , Issue.7 , pp. 2876-2897
    • Jie, B.1    Zhang, D.2    Wee, C.Y.3    Shen, D.4
  • 53
    • 84896405035 scopus 로고    scopus 로고
    • Unsupervised classification of major depression using functional connectivity MRI
    • PMID: 23616377
    • Zeng LL, Shen H, Liu L, Hu D. Unsupervised classification of major depression using functional connectivity MRI. Hum Brain Mapp 2014; 35(4):1630-41. doi: 10.1002/hbm.22278 PMID: 23616377
    • (2014) Hum Brain Mapp , vol.35 , Issue.4 , pp. 1630-1641
    • Zeng, L.L.1    Shen, H.2    Liu, L.3    Hu, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.