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Volumn 6, Issue 1, 2011, Pages

Discriminant analysis of intermediate brain atrophy rates in longitudinal diagnosis of alzheimer's disease

Author keywords

Alzheimer's disease; Diagnostic; Discriminate analysis; Neuroimaging; Principal component analysis; Whole brain atrophy

Indexed keywords

AGED; ALZHEIMER DISEASE; ARTICLE; ATROPHY; BRAIN; DISCRIMINANT ANALYSIS; DISEASE COURSE; FEMALE; HUMAN; LONGITUDINAL STUDY; MALE; PATHOLOGY; PRINCIPAL COMPONENT ANALYSIS; RECEIVER OPERATING CHARACTERISTIC; THEORETICAL MODEL;

EID: 80055003449     PISSN: None     EISSN: 17461596     Source Type: Journal    
DOI: 10.1186/1746-1596-6-105     Document Type: Article
Times cited : (5)

References (38)
  • 3
    • 42549126098 scopus 로고    scopus 로고
    • Volumetric MRI and cognitive measures in Alzheimer disease
    • 10.1007/s00415-008-0750-9, 18274807
    • Ridha B, Anderson V, Barnes J, Boyes R, Price S, Rossor M, et al. Volumetric MRI and cognitive measures in Alzheimer disease. Journal of neurology 2008, 255(4):567-74. 10.1007/s00415-008-0750-9, 18274807.
    • (2008) Journal of neurology , vol.255 , Issue.4 , pp. 567-574
    • Ridha, B.1    Anderson, V.2    Barnes, J.3    Boyes, R.4    Price, S.5    Rossor, M.6
  • 4
    • 0035928402 scopus 로고    scopus 로고
    • Imaging of onset and progression of Alzheimer's disease with voxel-compression mapping of serial magnetic resonance images
    • Fox N, Crum W, Scahill R, Stevens J, Janssen J, Rossor M. Imaging of onset and progression of Alzheimer's disease with voxel-compression mapping of serial magnetic resonance images. The Lancet 2001, 358(9277):201-5.
    • (2001) The Lancet , vol.358 , Issue.9277 , pp. 201-205
    • Fox, N.1    Crum, W.2    Scahill, R.3    Stevens, J.4    Janssen, J.5    Rossor, M.6
  • 5
    • 69249231987 scopus 로고    scopus 로고
    • Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: An ADNI study of 515 subjects
    • 10.1016/j.neuroimage.2009.07.011, 2971697, 19615450
    • Hua X, Lee S, Yanovsky I, Leow AD, Chou Y-Y, Ho AJ, et al. Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: An ADNI study of 515 subjects. Neuroimage 2009, 48(4):668-81. 10.1016/j.neuroimage.2009.07.011, 2971697, 19615450.
    • (2009) Neuroimage , vol.48 , Issue.4 , pp. 668-681
    • Hua, X.1    Lee, S.2    Yanovsky, I.3    Leow, A.D.4    Chou, Y.-.Y.5    Ho, A.J.6
  • 6
    • 32644451439 scopus 로고    scopus 로고
    • Abnormalities of hippocampal surface structure in very mild dementia of the Alzheimer type
    • 10.1016/j.neuroimage.2005.09.017, 2853193, 16243546
    • Wang L, Miller JP, Gado MH, McKeel DW, Rothermich M, Miller MI, et al. Abnormalities of hippocampal surface structure in very mild dementia of the Alzheimer type. NeuroImage 2006, 30(1):52-60. 10.1016/j.neuroimage.2005.09.017, 2853193, 16243546.
    • (2006) NeuroImage , vol.30 , Issue.1 , pp. 52-60
    • Wang, L.1    Miller, J.P.2    Gado, M.H.3    McKeel, D.W.4    Rothermich, M.5    Miller, M.I.6
  • 7
    • 74649083591 scopus 로고    scopus 로고
    • Combination analysis of neuropsychological tests and structural MRI measures in differentiating AD, MCI and control groups--The AddNeuroMed study
    • Corrected Proof
    • Liu Y, Paajanen T, Zhang Y, Westman E, Wahlund L-O, Simmons A, et al. Combination analysis of neuropsychological tests and structural MRI measures in differentiating AD, MCI and control groups--The AddNeuroMed study. Neurobiology of Aging 2009, Corrected Proof.
    • (2009) Neurobiology of Aging
    • Liu, Y.1    Paajanen, T.2    Zhang, Y.3    Westman, E.4    Wahlund, L.-.O.5    Simmons, A.6
  • 8
    • 81555223351 scopus 로고    scopus 로고
    • Direct voxel-based comparison between grey matter hypometabolism and atrophy in Alzheimer's disease
    • Brain
    • Chetelat G, Desgranges B, Landeau B, Mezenge F, Poline J, De la Sayette V, et al. Direct voxel-based comparison between grey matter hypometabolism and atrophy in Alzheimer's disease. 2007, Brain.
    • (2007)
    • Chetelat, G.1    Desgranges, B.2    Landeau, B.3    Mezenge, F.4    Poline, J.5    De la Sayette, V.6
  • 9
    • 34347344973 scopus 로고    scopus 로고
    • Episodic memory impairment in patients with Alzheimer's disease is correlated with entorhinal cortex atrophy
    • 10.1007/s00415-006-0435-1, 17404777
    • Di Paola M, Macaluso E, Carlesimo G, Tomaiuolo F, Worsley K, Fadda L, et al. Episodic memory impairment in patients with Alzheimer's disease is correlated with entorhinal cortex atrophy. Journal of neurology 2007, 254(6):774-81. 10.1007/s00415-006-0435-1, 17404777.
    • (2007) Journal of neurology , vol.254 , Issue.6 , pp. 774-781
    • Di Paola, M.1    Macaluso, E.2    Carlesimo, G.3    Tomaiuolo, F.4    Worsley, K.5    Fadda, L.6
  • 10
    • 52049108022 scopus 로고    scopus 로고
    • Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls
    • 10.1016/j.neuroimage.2008.07.003, 2624575, 18675918
    • Morra J, Tu Z, Apostolova L, Green A, Avedissian C, Madsen S, et al. Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls. NeuroImage 2008, 43(1):59-68. 10.1016/j.neuroimage.2008.07.003, 2624575, 18675918.
    • (2008) NeuroImage , vol.43 , Issue.1 , pp. 59-68
    • Morra, J.1    Tu, Z.2    Apostolova, L.3    Green, A.4    Avedissian, C.5    Madsen, S.6
  • 11
    • 77952878939 scopus 로고    scopus 로고
    • Subregional hippocampal atrophy predicts Alzheimer's dementia in the cognitively normal
    • 10.1016/j.neurobiolaging.2008.08.008, 2873083, 18814937
    • Apostolova LG, Mosconi L, Thompson PM, Green AE, Hwang KS, Ramirez A, et al. Subregional hippocampal atrophy predicts Alzheimer's dementia in the cognitively normal. Neurobiology of Aging 2010, 31(7):1077-88. 10.1016/j.neurobiolaging.2008.08.008, 2873083, 18814937.
    • (2010) Neurobiology of Aging , vol.31 , Issue.7 , pp. 1077-1088
    • Apostolova, L.G.1    Mosconi, L.2    Thompson, P.M.3    Green, A.E.4    Hwang, K.S.5    Ramirez, A.6
  • 12
    • 75249106883 scopus 로고    scopus 로고
    • Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease
    • 10.1016/j.neuroimage.2009.11.046, 2838472, 19961938
    • Plant C, Teipel SJ, Oswald A, Böhm C, Meindl T, Mourao-Miranda J, et al. Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease. NeuroImage 2010, 50(1):162-74. 10.1016/j.neuroimage.2009.11.046, 2838472, 19961938.
    • (2010) NeuroImage , vol.50 , Issue.1 , pp. 162-174
    • Plant, C.1    Teipel, S.J.2    Oswald, A.3    Böhm, C.4    Meindl, T.5    Mourao-Miranda, J.6
  • 13
    • 38749113910 scopus 로고    scopus 로고
    • Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline
    • 10.1016/j.neuroimage.2007.10.031, 2861339, 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. 10.1016/j.neuroimage.2007.10.031, 2861339, 18053747.
    • (2008) NeuroImage , vol.39 , Issue.4 , pp. 1731-1743
    • Fan, Y.1    Batmanghelich, N.2    Clark, C.M.3    Davatzikos, C.4
  • 14
    • 37849014569 scopus 로고    scopus 로고
    • Alzheimer's disease diagnosis in individual subjects using structural MR images: validation studies
    • 10.1016/j.neuroimage.2007.09.073, 2390889, 18054253
    • Vemuri P, Gunter J, Senjem M, Whitwell J, Kantarci K, Knopman D, et al. Alzheimer's disease diagnosis in individual subjects using structural MR images: validation studies. NeuroImage 2008, 39(3):1186-97. 10.1016/j.neuroimage.2007.09.073, 2390889, 18054253.
    • (2008) NeuroImage , vol.39 , Issue.3 , pp. 1186-1197
    • Vemuri, P.1    Gunter, J.2    Senjem, M.3    Whitwell, J.4    Kantarci, K.5    Knopman, D.6
  • 15
    • 34548795886 scopus 로고    scopus 로고
    • Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment
    • 10.1016/j.neuroimage.2007.07.008, 17827035
    • Teipel SJ, Born C, Ewers M, Bokde ALW, Reiser MF, Möller H-J, et al. Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment. NeuroImage 2007, 38(1):13-24. 10.1016/j.neuroimage.2007.07.008, 17827035.
    • (2007) NeuroImage , vol.38 , Issue.1 , pp. 13-24
    • Teipel, S.J.1    Born, C.2    Ewers, M.3    Bokde, A.L.W.4    Reiser, M.F.5    Möller, H.-.J.6
  • 16
    • 77956084058 scopus 로고    scopus 로고
    • Multicentre variability of MRI-based medial temporal lobe volumetry in Alzheimer's disease
    • 10.1016/j.pscychresns.2010.03.003, 20493672
    • Teipel SJ, Ewers M, Wolf S, Jessen F, Kölsch H, Arlt S, et al. Multicentre variability of MRI-based medial temporal lobe volumetry in Alzheimer's disease. Psychiatry Research: Neuroimaging 2010, 182(3):244-50. 10.1016/j.pscychresns.2010.03.003, 20493672.
    • (2010) Psychiatry Research: Neuroimaging , vol.182 , Issue.3 , pp. 244-250
    • Teipel, S.J.1    Ewers, M.2    Wolf, S.3    Jessen, F.4    Kölsch, H.5    Arlt, S.6
  • 17
    • 77950538544 scopus 로고    scopus 로고
    • Whole-brain atrophy rate and CSF biomarker levels in MCI and AD: A longitudinal study
    • 10.1016/j.neurobiolaging.2008.06.016, 18692273
    • Sluimer JD, Bouwman FH, Vrenken H, Blankenstein MA, Barkhof F, van der Flier WM, et al. Whole-brain atrophy rate and CSF biomarker levels in MCI and AD: A longitudinal study. Neurobiology of Aging 2010, 31(5):758-64. 10.1016/j.neurobiolaging.2008.06.016, 18692273.
    • (2010) Neurobiology of Aging , vol.31 , Issue.5 , pp. 758-764
    • Sluimer, J.D.1    Bouwman, F.H.2    Vrenken, H.3    Blankenstein, M.A.4    Barkhof, F.5    van der Flier, W.M.6
  • 18
    • 0036742197 scopus 로고    scopus 로고
    • Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis
    • 10.1006/nimg.2002.1040, 12482100
    • Smith SM, Zhang Y, Jenkinson M, Chen J, Matthews PM, Federico A, et al. Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis. Neuroimage 2002, 17(1):479-89. 10.1006/nimg.2002.1040, 12482100.
    • (2002) Neuroimage , vol.17 , Issue.1 , pp. 479-489
    • Smith, S.M.1    Zhang, Y.2    Jenkinson, M.3    Chen, J.4    Matthews, P.M.5    Federico, A.6
  • 19
    • 19744369068 scopus 로고    scopus 로고
    • Reduced posterior cingulate binding of I-123 iodo-dexetimide to muscarinic receptors in mild Alzheimer's disease
    • 10.1016/j.jocn.2004.06.012, 15925773
    • Boundy KL, Barnden LR, Katsifis AG, Rowe CC. Reduced posterior cingulate binding of I-123 iodo-dexetimide to muscarinic receptors in mild Alzheimer's disease. Journal of Clinical Neuroscience 2005, 12(4):421-5. 10.1016/j.jocn.2004.06.012, 15925773.
    • (2005) Journal of Clinical Neuroscience , vol.12 , Issue.4 , pp. 421-425
    • Boundy, K.L.1    Barnden, L.R.2    Katsifis, A.G.3    Rowe, C.C.4
  • 20
    • 0029802526 scopus 로고    scopus 로고
    • Accurate Registration of Serial 3D MR Brain Images and Its Application to Visualizing Change in Neurodegenerative Disorders
    • 10.1097/00004728-199611000-00030, 8933812
    • Freeborough PA, Woods RP, Fox NC. Accurate Registration of Serial 3D MR Brain Images and Its Application to Visualizing Change in Neurodegenerative Disorders. Journal of computer assisted tomography 1996, 20(6):1012-22. 10.1097/00004728-199611000-00030, 8933812.
    • (1996) Journal of computer assisted tomography , vol.20 , Issue.6 , pp. 1012-1022
    • Freeborough, P.A.1    Woods, R.P.2    Fox, N.C.3
  • 21
    • 0031397650 scopus 로고    scopus 로고
    • Brain atrophy progression measured from registered serial MRI: validation and application to Alzheimer's disease
    • 10.1002/jmri.1880070620, 9400851
    • Fox N, Freeborough P. Brain atrophy progression measured from registered serial MRI: validation and application to Alzheimer's disease. Journal of Magnetic Resonance Imaging 1997, 7(6):1069-75. 10.1002/jmri.1880070620, 9400851.
    • (1997) Journal of Magnetic Resonance Imaging , vol.7 , Issue.6 , pp. 1069-1075
    • Fox, N.1    Freeborough, P.2
  • 22
    • 81555223340 scopus 로고    scopus 로고
    • SIENA -- Normalised accurate measurement of longitudinal brain change
    • Smith S, De Stefano N, Jenkinson M, Matthews P. SIENA -- Normalised accurate measurement of longitudinal brain change. Neuroimage 2000, 11(5 Supplement 1):S659-S.
    • (2000) Neuroimage , vol.11 , Issue.5 SUPPL. 1
    • Smith, S.1    De Stefano, N.2    Jenkinson, M.3    Matthews, P.4
  • 23
    • 0035006178 scopus 로고    scopus 로고
    • Normalized Accurate Measurement of Longitudinal Brain Change
    • 10.1097/00004728-200105000-00022, 11351200
    • Smith SM, De Stefano N, Jenkinson M, Matthews PM. Normalized Accurate Measurement of Longitudinal Brain Change. Journal of computer assisted tomography 2001, 25(3):466-75. 10.1097/00004728-200105000-00022, 11351200.
    • (2001) Journal of computer assisted tomography , vol.25 , Issue.3 , pp. 466-475
    • Smith, S.M.1    De Stefano, N.2    Jenkinson, M.3    Matthews, P.M.4
  • 25
    • 0036425968 scopus 로고    scopus 로고
    • Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images
    • 10.1006/nimg.2002.1132, 12377157
    • Jenkinson M, Bannister P, Brady M, Smith S. Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images. Neuroimage 2002, 17(2):825-41. 10.1006/nimg.2002.1132, 12377157.
    • (2002) Neuroimage , vol.17 , Issue.2 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 26
    • 0035384136 scopus 로고    scopus 로고
    • A global optimisation method for robust affine registration of brain images
    • 10.1016/S1361-8415(01)00036-6, 11516708
    • Jenkinson M, Smith S. A global optimisation method for robust affine registration of brain images. Medical Image Analysis 2001, 5(2):143-56. 10.1016/S1361-8415(01)00036-6, 11516708.
    • (2001) Medical Image Analysis , vol.5 , Issue.2 , pp. 143-156
    • Jenkinson, M.1    Smith, S.2
  • 27
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • 10.1002/hbm.10062, 12391568
    • Smith S. Fast robust automated brain extraction. Human Brain Mapping 2002, 17(3):143-55. 10.1002/hbm.10062, 12391568.
    • (2002) Human Brain Mapping , vol.17 , Issue.3 , pp. 143-155
    • Smith, S.1
  • 28
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • 10.1109/42.906424, 11293691
    • Zhang Y, Brady M, Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE transactions on Medical Imaging 2001, 20(1):45-57. 10.1109/42.906424, 11293691.
    • (2001) IEEE transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 29
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • Zhang Y, Brady M, Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. Medical Imaging, IEEE Transactions on 2002, 20(1):45-57.
    • (2002) Medical Imaging, IEEE Transactions on , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 31
    • 0003585297 scopus 로고    scopus 로고
    • Data mining: concepts and techniques
    • Morgan Kaufmann
    • Han J, Kamber M. Data mining: concepts and techniques. 2006, Morgan Kaufmann.
    • (2006)
    • Han, J.1    Kamber, M.2
  • 32
    • 27144439629 scopus 로고    scopus 로고
    • Sample size and subject to item ratio in principal components analysis
    • Osborne J, Costello A. Sample size and subject to item ratio in principal components analysis. Practical Assessment, Research & Evaluation 2004, 9(11):8.
    • (2004) Practical Assessment, Research & Evaluation , vol.9 , Issue.11 , pp. 8
    • Osborne, J.1    Costello, A.2
  • 34
    • 34250493668 scopus 로고
    • A second generation little jiffy
    • Kaiser H. A second generation little jiffy. Psychometrika 1970, 35(4):401-15.
    • (1970) Psychometrika , vol.35 , Issue.4 , pp. 401-415
    • Kaiser, H.1
  • 35
    • 81555223349 scopus 로고    scopus 로고
    • PCA-based Feature Transformation for Classification
    • editor
    • Mykola P, . editor PCA-based Feature Transformation for Classification. Issues in Medical Diagnostics 2004, editor.
    • (2004) Issues in Medical Diagnostics
    • Mykola, P.1
  • 38
    • 0003946510 scopus 로고    scopus 로고
    • Principal component analysis
    • Springer verlag
    • Jolliffe I. Principal component analysis. 2002, Springer verlag.
    • (2002)
    • Jolliffe, I.1


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