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Volumn 7, Issue 1, 2015, Pages 7-17

An evaluation of volume-based morphometry for prediction of mild cognitive impairment and Alzheimer's disease

Author keywords

Alzheimer's disease; Brain morphometry; Classification; Image segmentation; Magnetic resonance imaging; Mild cognitive impairment; Support vector machine

Indexed keywords

BIOLOGICAL MARKER;

EID: 84910619692     PISSN: None     EISSN: 22131582     Source Type: Journal    
DOI: 10.1016/j.nicl.2014.11.001     Document Type: Article
Times cited : (181)

References (45)
  • 1
    • 80052169077 scopus 로고    scopus 로고
    • Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier
    • A. Abdulkadir, B. Mortamet, P. Vemuri, C.R. Jack, G. Krueger, and S. Klöppel Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier NeuroImage 58 3 2011 785 792
    • (2011) NeuroImage , vol.58 , Issue.3 , pp. 785-792
    • Abdulkadir, A.1    Mortamet, B.2    Vemuri, P.3    Jack, C.R.4    Krueger, G.5    Klöppel, S.6
  • 2
    • 34548832230 scopus 로고    scopus 로고
    • A fast diffeomorphic image registration algorithm
    • J. Ashburner A fast diffeomorphic image registration algorithm NeuroImage 38 1 2007 95 113
    • (2007) NeuroImage , vol.38 , Issue.1 , pp. 95-113
    • Ashburner, J.1
  • 3
    • 84878335262 scopus 로고    scopus 로고
    • VBM tutorial
    • Wellcome Trust Centre for Neuroimaging London, UK
    • J. Ashburner VBM tutorial Tech. rep 2010 Wellcome Trust Centre for Neuroimaging London, UK
    • (2010) Tech. Rep
    • Ashburner, J.1
  • 4
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry - The methods
    • J. Ashburner, and K. Friston Voxel-based morphometry - the methods NeuroImage 11 6 2000 805 821
    • (2000) NeuroImage , vol.11 , Issue.6 , pp. 805-821
    • Ashburner, J.1    Friston, K.2
  • 5
    • 20444501009 scopus 로고    scopus 로고
    • Unified segmentation
    • J. Ashburner, and K. Friston Unified segmentation NeuroImage 26 3 2005 839 851
    • (2005) NeuroImage , vol.26 , Issue.3 , pp. 839-851
    • Ashburner, J.1    Friston, K.2
  • 6
    • 60149092507 scopus 로고    scopus 로고
    • Computing average shaped tissue probability templates
    • J. Ashburner, and K. Friston Computing average shaped tissue probability templates NeuroImage 45 2 2009 333 341
    • (2009) NeuroImage , vol.45 , Issue.2 , pp. 333-341
    • Ashburner, J.1    Friston, K.2
  • 7
    • 29144517748 scopus 로고    scopus 로고
    • Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images
    • M. Bach Cuadra, L. Cammoun, T. Butz, O. Cuisenaire, and J.-P. Thiran Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images IEEE Trans. Med. Imaging 24 12 2005 1548 1565
    • (2005) IEEE Trans. Med. Imaging , vol.24 , Issue.12 , pp. 1548-1565
    • Bach Cuadra, M.1    Cammoun, L.2    Butz, T.3    Cuisenaire, O.4    Thiran, J.-P.5
  • 8
    • 64649093241 scopus 로고    scopus 로고
    • Fully-automated quantification of regional brain volumes for improved detection of focal atrophy in Alzheimer disease
    • J. Brewer, S. Magda, C. Airriess, and M. Smith Fully-automated quantification of regional brain volumes for improved detection of focal atrophy in Alzheimer disease Am. J. Neuroradiol. 30 2008 578 580
    • (2008) Am. J. Neuroradiol. , vol.30 , pp. 578-580
    • Brewer, J.1    Magda, S.2    Airriess, C.3    Smith, M.4
  • 9
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • (URL)
    • C.-C. Chang, and C.-J. Lin LIBSVM: a library for support vector machines ACM Trans. Intell. Syst. Technol. 2 2011 27:1 27:27 (URL http://www.csie.ntu.edu.tw/~cjlin/libsvm)
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2
  • 10
    • 67649982863 scopus 로고    scopus 로고
    • SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting
    • R. Chaves, J. Ramrez, J.M. Grriz, M. Lpez, D. Salas-Gonzalez, I. Alvarez, and F. Segovia SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting Neurosci. Lett. 461 3 2009 293 297
    • (2009) Neurosci. Lett. , vol.461 , Issue.3 , pp. 293-297
    • Chaves, R.1    Ramrez, J.2    Grriz, J.M.3    Lpez, M.4    Salas-Gonzalez, D.5    Alvarez, I.6    Segovia, F.7
  • 13
    • 79955059574 scopus 로고    scopus 로고
    • Alzheimer's Disease Neuroimaging Initiative Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
    • R. Cuingnet, E. Gérardin, J. Tessieras, G. Auzias, S. Lehéricy, M.-O. Habert, M. Chupin, H. Benali, O. Colliot, and the Alzheimer's Disease Neuroimaging Initiative Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database NeuroImage 56 2 2011 766 781
    • (2011) NeuroImage , vol.56 , Issue.2 , pp. 766-781
    • Cuingnet, R.1    Gérardin, E.2    Tessieras, J.3    Auzias, G.4    Lehéricy, S.5    Habert, M.-O.6    Chupin, M.7    Benali, H.8    Colliot, O.9
  • 14
    • 44649136049 scopus 로고    scopus 로고
    • Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI
    • C. Davatzikos, S.M. Resnick, X. Wu, P. Parmpi, and C.M. Clark Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI NeuroImage 41 4 2008 1220 1227
    • (2008) NeuroImage , vol.41 , Issue.4 , pp. 1220-1227
    • Davatzikos, C.1    Resnick, S.M.2    Wu, X.3    Parmpi, P.4    Clark, C.M.5
  • 17
    • 79960919708 scopus 로고    scopus 로고
    • Age correction in dementia matching to a healthy brain
    • J. Dukart, M.L. Schroeter, and K. Mueller Age correction in dementia matching to a healthy brain PLoS One 6 7 2011 9
    • (2011) PLoS One , vol.6 , Issue.7 , pp. 9
    • Dukart, J.1    Schroeter, M.L.2    Mueller, K.3
  • 18
    • 84862997809 scopus 로고    scopus 로고
    • FreeSurfer
    • B. Fischl FreeSurfer NeuroImage 62 2 2012 774 781
    • (2012) NeuroImage , vol.62 , Issue.2 , pp. 774-781
    • Fischl, B.1
  • 19
    • 0034718613 scopus 로고    scopus 로고
    • Measuring the thickness of the human cerebral cortex from magnetic resonance images
    • B. Fischl, and A. Dale Measuring the thickness of the human cerebral cortex from magnetic resonance images Proc. Natl. Acad. Sci. 20 97 2000 11050 11055
    • (2000) Proc. Natl. Acad. Sci. , vol.20 , Issue.97 , pp. 11050-11055
    • Fischl, B.1    Dale, A.2
  • 21
    • 0031240181 scopus 로고    scopus 로고
    • The boundary shift integral: An accurate and robust measure of cerebral volume changes from registered repeat MRI
    • P. Freeborough, and N. Fox The boundary shift integral: an accurate and robust measure of cerebral volume changes from registered repeat MRI IEEE Trans. Med. Imaging 16 5 1997 623 629
    • (1997) IEEE Trans. Med. Imaging , vol.16 , Issue.5 , pp. 623-629
    • Freeborough, P.1    Fox, N.2
  • 24
    • 84872527748 scopus 로고    scopus 로고
    • Deriving statistical significance maps for SVM based image classification and group comparisons
    • Vol. 7510 of LNCS Springer Nice, France (Oct.)
    • B. Gaonkar, and C. Davatzikos Deriving statistical significance maps for SVM based image classification and group comparisons Medical Image Computing and Computer-Assisted Intervention (MICCAI) Vol. 7510 of LNCS 2012 Springer Nice, France 723 730 (Oct.)
    • (2012) Medical Image Computing and Computer-Assisted Intervention (MICCAI) , pp. 723-730
    • Gaonkar, B.1    Davatzikos, C.2
  • 26
    • 71849088185 scopus 로고    scopus 로고
    • Intra- and interscanner variability of automated voxel-based volumetry based on a 3D probabilistic atlas of human cerebral structures
    • H.-J. Huppertz, J. Kröll-Seger, S. Klöppel, R.E. Ganz, and J. Kassubek Intra- and interscanner variability of automated voxel-based volumetry based on a 3D probabilistic atlas of human cerebral structures NeuroImage 49 3 2010 2216 2224
    • (2010) NeuroImage , vol.49 , Issue.3 , pp. 2216-2224
    • Huppertz, H.-J.1    Kröll-Seger, J.2    Klöppel, S.3    Ganz, R.E.4    Kassubek, J.5
  • 29
    • 0033866573 scopus 로고    scopus 로고
    • Three-dimensional mapping of cortical thickness using Laplace's equation
    • S. Jones, B. Buchbinder, and I. Aharon Three-dimensional mapping of cortical thickness using Laplace's equation Hum. Brain Mapp. 11 1 2000 12 32
    • (2000) Hum. Brain Mapp. , vol.11 , Issue.1 , pp. 12-32
    • Jones, S.1    Buchbinder, B.2    Aharon, I.3
  • 32
    • 67651040500 scopus 로고    scopus 로고
    • Alzheimer's Disease Neuroimaging Initiative High-throughput, fully automated volumetry for prediction of MMSE and CDR decline in mild cognitive impairment
    • S. Kovacevic, M. Rafii, J. Brewer, and the Alzheimer's Disease Neuroimaging Initiative High-throughput, fully automated volumetry for prediction of MMSE and CDR decline in mild cognitive impairment Alzheimer Dis. Assoc. Disord. 23 2 2009 139 145
    • (2009) Alzheimer Dis. Assoc. Disord. , vol.23 , Issue.2 , pp. 139-145
    • Kovacevic, S.1    Rafii, M.2    Brewer, J.3
  • 33
    • 84862778147 scopus 로고    scopus 로고
    • Alzheimer's Disease Neuroimaging Initiative Ensemble sparse classification of Alzheimer's disease
    • M. Liu, D. Zhang, D. Shen, and the Alzheimer's Disease Neuroimaging Initiative Ensemble sparse classification of Alzheimer's disease NeuroImage 60 2 2012 1106 1116
    • (2012) NeuroImage , vol.60 , Issue.2 , pp. 1106-1116
    • Liu, M.1    Zhang, D.2    Shen, D.3
  • 36
    • 77956059080 scopus 로고    scopus 로고
    • Computational morphometry for detecting changes in brain structure due to development, aging, learning, disease and evolution
    • D. Mietchen, and C. Gaser Computational morphometry for detecting changes in brain structure due to development, aging, learning, disease and evolution Front. Neuroinformatics 3 25 2009
    • (2009) Front. Neuroinformatics , vol.3 , Issue.25
    • Mietchen, D.1    Gaser, C.2
  • 38
    • 0023940563 scopus 로고
    • Compensation for surface coil sensitivity variation in magnetic resonance imaging
    • P. Narayana, W. Brey, M. Kulkarni, and C. Sievenpiper Compensation for surface coil sensitivity variation in magnetic resonance imaging Magn. Reson. Imaging 6 1988 271 274
    • (1988) Magn. Reson. Imaging , vol.6 , pp. 271-274
    • Narayana, P.1    Brey, W.2    Kulkarni, M.3    Sievenpiper, C.4
  • 40
    • 80955181095 scopus 로고    scopus 로고
    • On the convergence of EM-like algorithms for image segmentation using Markov random fields
    • A. Roche, D. Ribes, M. Bach-Cuadra, and G. Krueger On the convergence of EM-like algorithms for image segmentation using Markov random fields Med. Image Anal. 15 6 2011 830 839
    • (2011) Med. Image Anal. , vol.15 , Issue.6 , pp. 830-839
    • Roche, A.1    Ribes, D.2    Bach-Cuadra, M.3    Krueger, G.4
  • 42
    • 0032762144 scopus 로고    scopus 로고
    • An overlap invariant entropy measure of 3D medical image alignment
    • C. Studholme, D.L.G. Hill, and D.J. Hawkes An overlap invariant entropy measure of 3D medical image alignment Pattern Recogn. 1 32 1998 71 86
    • (1998) Pattern Recogn. , vol.1 , Issue.32 , pp. 71-86
    • Studholme, C.1    Hill, D.L.G.2    Hawkes, D.J.3
  • 43


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.