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Volumn 20, Issue 1, 2014, Pages 61-68

Online learning for classification of Alzheimer disease based on cortical thickness and hippocampal shape analysis

Author keywords

Alzheimer disease; Artificial intelligence; Classification; Delivery of health care; Mobile health units

Indexed keywords


EID: 84893605524     PISSN: 20933681     EISSN: 2093369X     Source Type: Journal    
DOI: 10.4258/hir.2014.20.1.61     Document Type: Article
Times cited : (7)

References (26)
  • 1
    • 84881045125 scopus 로고    scopus 로고
    • Mobile health applications for the most prevalent conditions by the World Health Organization: Review and analysis
    • Martinez-Perez B, de la Torre-Diez I, Lopez-Coronado M. Mobile health applications for the most prevalent conditions by the World Health Organization: review and analysis. J Med Internet Res 2013;15(6):e120.
    • (2013) J Med Internet Res , vol.15 , Issue.6
    • Martinez-Perez, B.1    de la Torre-Diez, I.2    Lopez-Coronado, M.3
  • 2
    • 79954954909 scopus 로고    scopus 로고
    • How smartphones are changing the face of mobile and participatory healthcare: An overview, with example from eCAALYX
    • Boulos MN, Wheeler S, Tavares C, Jones R. How smartphones are changing the face of mobile and participatory healthcare: an overview, with example from eCAALYX. Biomed Eng Online 2011;10:24.
    • (2011) Biomed Eng Online , vol.10 , pp. 24
    • Boulos, M.N.1    Wheeler, S.2    Tavares, C.3    Jones, R.4
  • 3
    • 84862502734 scopus 로고    scopus 로고
    • Alzheimer disease: New concepts on its neurobiology and the clinical role imaging will play
    • Jack CR Jr. Alzheimer disease: new concepts on its neurobiology and the clinical role imaging will play. Radiology 2012;263(2):344-61.
    • (2012) Radiology , vol.263 , Issue.2 , pp. 344-361
    • Jack Jr., C.R.1
  • 4
    • 55549123482 scopus 로고    scopus 로고
    • Healthy brain aging: A meeting report from the Sylvan M. Cohen Annual Retreat of the University of Pennsylvania Institute on Aging
    • Bain LJ, Jedrziewski K, Morrison-Bogorad M, Albert M, Cotman C, Hendrie H, et al. Healthy brain aging: a meeting report from the Sylvan M. Cohen Annual Retreat of the University of Pennsylvania Institute on Aging. Alzheimers Dement 2008;4(6):443-6.
    • (2008) Alzheimers Dement , vol.4 , Issue.6 , pp. 443-446
    • Bain, L.J.1    Jedrziewski, K.2    Morrison-Bogorad, M.3    Albert, M.4    Cotman, C.5    Hendrie, H.6
  • 6
    • 67749133648 scopus 로고    scopus 로고
    • Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease
    • Desikan RS, Cabral HJ, Hess CP, Dillon WP, Glastonbury CM, Weiner MW, et al. Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease. Brain 2009;132(Pt 8):2048-57.
    • (2009) Brain , vol.132 , Issue.PART 8 , pp. 2048-2057
    • Desikan, R.S.1    Cabral, H.J.2    Hess, C.P.3    Dillon, W.P.4    Glastonbury, C.M.5    Weiner, M.W.6
  • 7
    • 67749118071 scopus 로고    scopus 로고
    • Early diagnosis of Alzheimer's disease using cortical thickness: Impact of cognitive reserve
    • Querbes O, Aubry F, Pariente J, Lotterie JA, Demonet JF, Duret V, et al. Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve. Brain 2009;132(Pt 8):2036-47.
    • (2009) Brain , vol.132 , Issue.PART 8 , pp. 2036-2047
    • Querbes, O.1    Aubry, F.2    Pariente, J.3    Lotterie, J.A.4    Demonet, J.F.5    Duret, V.6
  • 8
    • 47249114750 scopus 로고    scopus 로고
    • Discrimination between Alzheimer disease, mild cognitive impairment, and normal aging by using automated segmentation of the hippocampus
    • Colliot O, Chetelat G, Chupin M, Desgranges B, Magnin B, Benali H, et al. Discrimination between Alzheimer disease, mild cognitive impairment, and normal aging by using automated segmentation of the hippocampus. Radiology 2008;248(1):194-201.
    • (2008) Radiology , vol.248 , Issue.1 , pp. 194-201
    • Colliot, O.1    Chetelat, G.2    Chupin, M.3    Desgranges, B.4    Magnin, B.5    Benali, H.6
  • 9
    • 67651233524 scopus 로고    scopus 로고
    • Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging
    • Gerardin E, Chetelat G, Chupin M, Cuingnet R, Desgranges B, Kim HS, et al. Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging. Neuroimage 2009;47(4):1476-86.
    • (2009) Neuroimage , vol.47 , Issue.4 , pp. 1476-1486
    • Gerardin, E.1    Chetelat, G.2    Chupin, M.3    Cuingnet, R.4    Desgranges, B.5    Kim, H.S.6
  • 11
    • 26844499076 scopus 로고    scopus 로고
    • Incremental linear discriminant analysis for classification of data streams
    • Pang S, Ozawa S, Kasabov N. Incremental linear discriminant analysis for classification of data streams. IEEE Trans Syst Man Cybern B Cybern 2005;35(5):905-14.
    • (2005) IEEE Trans Syst Man Cybern B Cybern , vol.35 , Issue.5 , pp. 905-914
    • Pang, S.1    Ozawa, S.2    Kasabov, N.3
  • 12
    • 84855418467 scopus 로고    scopus 로고
    • Alzheimer's Disease Neuroimaging Initiative. Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data
    • Cho Y, Seong JK, Jeong Y, Shin SY; Alzheimer's Disease Neuroimaging Initiative. Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data. Neuroimage 2012;59(3):2217-30.
    • (2012) Neuroimage , vol.59 , Issue.3 , pp. 2217-2230
    • Cho, Y.1    Seong, J.K.2    Jeong, Y.3    Shin, S.Y.4
  • 14
    • 0032769093 scopus 로고    scopus 로고
    • Cortical surface-based analysis: I. Segmentation and surface reconstruction
    • Dale AM, Fischl B, Sereno MI. Cortical surface-based analysis: I. Segmentation and surface reconstruction. Neuroimage 1999;9(2):179-94.
    • (1999) Neuroimage , vol.9 , Issue.2 , pp. 179-194
    • Dale, A.M.1    Fischl, B.2    Sereno, M.I.3
  • 15
    • 0032799993 scopus 로고    scopus 로고
    • Cortical surface-based analysis: II. Inflation, flattening, and a surface-based coordinate system
    • Fischl B, Sereno MI, Dale AM. Cortical surface-based analysis: II. Inflation, flattening, and a surface-based coordinate system. Neuroimage 1999;9(2):195-207.
    • (1999) Neuroimage , vol.9 , Issue.2 , pp. 195-207
    • Fischl, B.1    Sereno, M.I.2    Dale, A.M.3
  • 17
    • 0031987382 scopus 로고    scopus 로고
    • A nonparametric method for automatic correction of intensity nonuniformity in MRI data
    • Sled JG, Zijdenbos AP, Evans AC. A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans Med Imaging 1998;17(1):87-97.
    • (1998) IEEE Trans Med Imaging , vol.17 , Issue.1 , pp. 87-97
    • Sled, J.G.1    Zijdenbos, A.P.2    Evans, A.C.3
  • 18
    • 0034744999 scopus 로고    scopus 로고
    • Automated manifold surgery: Constructing geometrically accurate and topologically correct models of the human cerebral cortex
    • Fischl B, Liu A, Dale AM. Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans Med Imaging 2001;20(1):70-80.
    • (2001) IEEE Trans Med Imaging , vol.20 , Issue.1 , pp. 70-80
    • Fischl, B.1    Liu, A.2    Dale, A.M.3
  • 19
    • 34047139895 scopus 로고    scopus 로고
    • Geometrically accurate topology-correction of cortical surfaces using nonseparating loops
    • Segonne F, Pacheco J, Fischl B. Geometrically accurate topology-correction of cortical surfaces using nonseparating loops. IEEE Trans Med Imaging 2007;26(4):518-29.
    • (2007) IEEE Trans Med Imaging , vol.26 , Issue.4 , pp. 518-529
    • Segonne, F.1    Pacheco, J.2    Fischl, B.3
  • 20
  • 21
    • 0033882353 scopus 로고    scopus 로고
    • Robust coding schemes for indexing and retrieval from large face databases
    • Liu C, Wechsler H. Robust coding schemes for indexing and retrieval from large face databases. IEEE Trans Image Process 2000;9(1):132-7.
    • (2000) IEEE Trans Image Process , vol.9 , Issue.1 , pp. 132-137
    • Liu, C.1    Wechsler, H.2
  • 22
    • 0001765951 scopus 로고    scopus 로고
    • A direct LDA algorithm for high-dimensional data: With application to face recognition
    • Yu H, Yang J. A direct LDA algorithm for high-dimensional data: with application to face recognition. Pattern Recognit 2001;34(10):2067-70.
    • (2001) Pattern Recognit , vol.34 , Issue.10 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 25
    • 0036903144 scopus 로고    scopus 로고
    • Adding and subtracting eigenspaces with eigenvalue decomposition and singular value decomposition
    • Hall PM, Marshall D, Martin RR. Adding and subtracting eigenspaces with eigenvalue decomposition and singular value decomposition. Image Vis Comput 2002;20(13):1009-16.
    • (2002) Image Vis Comput , vol.20 , Issue.13 , pp. 1009-1016
    • Hall, P.M.1    Marshall, D.2    Martin, R.R.3
  • 26
    • 79955059574 scopus 로고    scopus 로고
    • Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
    • Cuingnet R, Gerardin E, Tessieras J, Auzias G, Lehericy S, Habert MO, et al. Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database. Neuroimage 2011;56(2):766-81.
    • (2011) Neuroimage , vol.56 , Issue.2 , pp. 766-781
    • Cuingnet, R.1    Gerardin, E.2    Tessieras, J.3    Auzias, G.4    Lehericy, S.5    Habert, M.O.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.