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Volumn 7903 LNCS, Issue PART 2, 2013, Pages 107-114

An ensemble of classifiers guided by the AAL brain atlas for alzheimer's disease detection

Author keywords

[No Author keywords available]

Indexed keywords

ALZHEIMER'S DISEASE; AREA UNDER THE ROC CURVE; AUTOMATIC LABELING; COLLECTIVE DECISION; ENSEMBLE OF CLASSIFIERS; LINEAR SUPPORT VECTOR MACHINES; MODEL PARAMETERS; SUMMARY STATISTIC;

EID: 84880072756     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-38682-4_13     Document Type: Conference Paper
Times cited : (5)

References (19)
  • 1
    • 82455164245 scopus 로고    scopus 로고
    • Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI
    • Chyzhyk, D., Graña, M., et al.: Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI. Neurocomputing 75(1), 72-77 (2012)
    • (2012) Neurocomputing , vol.75 , Issue.1 , pp. 72-77
    • Chyzhyk, D.1    Graña, M.2
  • 2
    • 39749189507 scopus 로고    scopus 로고
    • Detection of prodromal alzheimer's disease via pattern classification of MRI
    • Davatzikos, C., Fan, Y., et al.: Detection of prodromal alzheimer's disease via pattern classification of MRI. Neurobiology of Aging 29(4), 514-523 (2008)
    • (2008) Neurobiology of Aging , vol.29 , Issue.4 , pp. 514-523
    • Davatzikos, C.1    Fan, Y.2
  • 4
    • 84862778147 scopus 로고    scopus 로고
    • Ensemble sparse classification of alzheimer's disease
    • Liu, M., Zhang, D., et al.: Ensemble sparse classification of alzheimer's disease. NeuroImage 60(2), 1106-1116 (2012)
    • (2012) NeuroImage , vol.60 , Issue.2 , pp. 1106-1116
    • Liu, M.1    Zhang, D.2
  • 5
    • 84864858363 scopus 로고    scopus 로고
    • Feature ranking based nested support vector machine ensemble for medical image classification
    • May
    • Varol, E., Gaonkar, B., et al.: Feature ranking based nested support vector machine ensemble for medical image classification. In: 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 146-149 (May 2012)
    • (2012) 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) , pp. 146-149
    • Varol, E.1    Gaonkar, B.2
  • 7
    • 34548409688 scopus 로고    scopus 로고
    • Open access series of imaging studies (OASIS): Cross-sectional MRI data in young, middle aged, nondemented, and demented older adults
    • Marcus, D.S., Wang, T.H., et al.: Open access series of imaging studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults. Journal of Cognitive Neuroscience 19(9), 1498-1507 (2007)
    • (2007) Journal of Cognitive Neuroscience , vol.19 , Issue.9 , pp. 1498-1507
    • Marcus, D.S.1    Wang, T.H.2
  • 8
    • 0345427158 scopus 로고
    • Co-Planar Stereotaxic Atlas of the Human Brain: 3-D Proportional System: An Approach to Cerebral Imaging
    • January
    • Talairach, J., Tournoux, P.: Co-Planar Stereotaxic Atlas of the Human Brain: 3-D Proportional System: An Approach to Cerebral Imaging. Thieme (January 1988)
    • (1988) Thieme
    • Talairach, J.1    Tournoux, P.2
  • 9
    • 7044260964 scopus 로고    scopus 로고
    • Advances in functional and structural mr image analysis and implementation as fsl
    • PMID: 15501092
    • Smith, S.M., Jenkinson, M., et al.: Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 23(suppl. 1), 1-2 (2004) PMID: 15501092
    • (2004) NeuroImage , vol.23 , Issue.SUPPL. 1 , pp. 1-2
    • Smith, S.M.1    Jenkinson, M.2
  • 10
    • 37549028070 scopus 로고
    • Generalized tensor-based morphometry of HIV/AIDS using multivariate statistics on deformation tensors
    • PMID: 18270068
    • Lepore, N., Brun, C., et al.: Generalized tensor-based morphometry of HIV/AIDS using multivariate statistics on deformation tensors. IEEE Transactions on Medical Imaging 27(1), 129-141 (1827) PMID: 18270068
    • (1827) IEEE Transactions on Medical Imaging , vol.27 , Issue.1 , pp. 129-141
    • Lepore, N.1    Brun, C.2
  • 11
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden markov random field model and the expectation-maximization algorithm
    • PMID: 11293691
    • Zhang, Y., Brady, M., et al.: Segmentation of brain MR images through a hidden markov random field model and the expectation-maximization algorithm. IEEE Transactions on Medical Imaging 20(1), 45-57 (2001) PMID: 11293691
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2
  • 12
    • 0036322886 scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • PMID: 11771995
    • Tzourio-Mazoyer, N., Landeau, B., et al.: Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. NeuroImage 15(1), 273-289 (1995) PMID: 11771995
    • (1995) NeuroImage , vol.15 , Issue.1 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2
  • 15
    • 0037202102 scopus 로고    scopus 로고
    • Estimation of the area under the ROC curve
    • Faraggi, D., Reiser, B.: Estimation of the area under the ROC curve. Statistics in Medicine 21(20), 3093-3106 (2002)
    • (2002) Statistics in Medicine , vol.21 , Issue.20 , pp. 3093-3106
    • Faraggi, D.1    Reiser, B.2
  • 16
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.R.: Induction of decision trees. Mach. Learn. 1(1), 81-106 (1986)
    • (1986) Mach. Learn. , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 17
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L.: Random forests. Machine Learning 45(1), 5-32 (2001)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 18
    • 84872022060 scopus 로고    scopus 로고
    • Deformation based feature selection for computer aided diagnosis of alzheimer's disease
    • Savio, A., Graña, M.: Deformation based feature selection for computer aided diagnosis of alzheimer's disease. Expert Systems with Applications 40(5), 1619-1628 (2013)
    • (2013) Expert Systems with Applications , vol.40 , Issue.5 , pp. 1619-1628
    • Savio, A.1    Graña, M.2
  • 19
    • 79957902309 scopus 로고    scopus 로고
    • Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI
    • Savio, A., García-Sebastián, M.T., et al.: Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI. Computers in Biology and Medicine 41(8), 600-610 (2011)
    • (2011) Computers in Biology and Medicine , vol.41 , Issue.8 , pp. 600-610
    • Savio, A.1    García-Sebastián, M.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.