메뉴 건너뛰기




Volumn 3, Issue 1, 2013, Pages

A diagnostic methodology for Alzheimer's disease

Author keywords

Alzheimer's disease; Biomarkers; Feature selection; Support vector machine; Target networks

Indexed keywords


EID: 84896322818     PISSN: None     EISSN: 20439113     Source Type: Journal    
DOI: 10.1186/2043-9113-3-9     Document Type: Article
Times cited : (4)

References (29)
  • 1
    • 84877874626 scopus 로고    scopus 로고
    • State of the science: use of biomarkers and imaging in diagnosis and management of Alzheimer disease
    • 10.1097/JNN.0b013e3182829024, 23353653
    • Fraller DB. State of the science: use of biomarkers and imaging in diagnosis and management of Alzheimer disease. J Neurosci Nurs 2013, 45:63-70. 10.1097/JNN.0b013e3182829024, 23353653.
    • (2013) J Neurosci Nurs , vol.45 , pp. 63-70
    • Fraller, D.B.1
  • 3
    • 84872402283 scopus 로고    scopus 로고
    • Biomarkers for Alzheimer's: the sequel of an original model
    • 10.1016/S1474-4422(12)70305-8, 23332358
    • Frisoni GB, Blennow K. Biomarkers for Alzheimer's: the sequel of an original model. Lancet Neurol 2013, 12:126-128. 10.1016/S1474-4422(12)70305-8, 23332358.
    • (2013) Lancet Neurol , vol.12 , pp. 126-128
    • Frisoni, G.B.1    Blennow, K.2
  • 4
    • 84872672129 scopus 로고    scopus 로고
    • Blood-based biomarkers in alzheimer disease: where are we now and where have we to go?-reply
    • Laws Sm DJDMRN
    • Laws Sm DJDMRN Blood-based biomarkers in alzheimer disease: where are we now and where have we to go?-reply. JAMA Neurol 2013, 70:133-134. Laws Sm DJDMRN.
    • (2013) JAMA Neurol , vol.70 , pp. 133-134
  • 6
    • 79952073234 scopus 로고    scopus 로고
    • Multimodal classification of Alzheimer's disease and mild cognitive impairment
    • 10.1016/j.neuroimage.2011.01.008, 3057360, 21236349
    • Zhang D, Wang Y, Zhou L, Yuan H, Shen D. Multimodal classification of Alzheimer's disease and mild cognitive impairment. Neuroimage 2011, 55:856-867. 10.1016/j.neuroimage.2011.01.008, 3057360, 21236349.
    • (2011) Neuroimage , vol.55 , pp. 856-867
    • Zhang, D.1    Wang, Y.2    Zhou, L.3    Yuan, H.4    Shen, D.5
  • 7
    • 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, 39:1731-1743. 10.1016/j.neuroimage.2007.10.031, 2861339, 18053747.
    • (2008) Neuroimage , vol.39 , pp. 1731-1743
    • Fan, Y.1    Batmanghelich, N.2    Clark, C.M.3    Davatzikos, C.4
  • 8
    • 33846264886 scopus 로고    scopus 로고
    • COMPARE: classification of morphological patterns using adaptive regional elements
    • Fan Y, Shen D, Gur RC, Gur RE, Davatzikos C. COMPARE: classification of morphological patterns using adaptive regional elements. IEEE T Med Imaging 2007, 26:93-105.
    • (2007) IEEE T Med Imaging , vol.26 , pp. 93-105
    • Fan, Y.1    Shen, D.2    Gur, R.C.3    Gur, R.E.4    Davatzikos, C.5
  • 9
    • 84896347218 scopus 로고    scopus 로고
    • O3-06-01: Complex patterns of structural brain abnormality identified in MCI via high-dimensional pattern classification of MR images may be early markers of Alzheimer's disease
    • Davatzikos C, Fan Y, Wu X, Shen D, Resnick SM. O3-06-01: Complex patterns of structural brain abnormality identified in MCI via high-dimensional pattern classification of MR images may be early markers of Alzheimer's disease. Alzheimer's Dement 2006, 2:S64.
    • (2006) Alzheimer's Dement , vol.2
    • Davatzikos, C.1    Fan, Y.2    Wu, X.3    Shen, D.4    Resnick, S.M.5
  • 10
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon I, Weston J, Barnhill S, Vapnik V. Gene selection for cancer classification using support vector machines. Mach Learn 2002, 46:389-422.
    • (2002) Mach Learn , vol.46 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 11
    • 84885960510 scopus 로고    scopus 로고
    • Cancer classification: mutual information, target network and strategies of therapy
    • 10.1186/2043-9113-2-16, 3524788, 23031749
    • Hsu WC, Liu CC, Chang F, Chen SS. Cancer classification: mutual information, target network and strategies of therapy. J Clin Bioinforma 2012, 2:16. 10.1186/2043-9113-2-16, 3524788, 23031749.
    • (2012) J Clin Bioinforma , vol.2 , pp. 16
    • Hsu, W.C.1    Liu, C.C.2    Chang, F.3    Chen, S.S.4
  • 12
    • 35148814074 scopus 로고    scopus 로고
    • Transcriptional profiling of Alzheimer blood mononuclear cells by microarray
    • 10.1016/j.neurobiolaging.2006.08.004, 16979800
    • Maes OC, Xu S, Yu B, Chertkow HM, Wang E, Schipper HM. Transcriptional profiling of Alzheimer blood mononuclear cells by microarray. Neurobiol Aging 2007, 28:1795-1809. 10.1016/j.neurobiolaging.2006.08.004, 16979800.
    • (2007) Neurobiol Aging , vol.28 , pp. 1795-1809
    • Maes, O.C.1    Xu, S.2    Yu, B.3    Chertkow, H.M.4    Wang, E.5    Schipper, H.M.6
  • 14
    • 70449526835 scopus 로고    scopus 로고
    • A GSTM3 polymorphism associated with an etiopathogenetic mechanism in Alzheimer disease
    • 10.1016/j.neurobiolaging.2008.03.007, 18423940
    • Maes OC, Schipper HM, Chong G, Chertkow HM, Wang E. A GSTM3 polymorphism associated with an etiopathogenetic mechanism in Alzheimer disease. Neurobiol Aging 2010, 31:34-45. 10.1016/j.neurobiolaging.2008.03.007, 18423940.
    • (2010) Neurobiol Aging , vol.31 , pp. 34-45
    • Maes, O.C.1    Schipper, H.M.2    Chong, G.3    Chertkow, H.M.4    Wang, E.5
  • 16
    • 2942701493 scopus 로고    scopus 로고
    • Ranking a random feature for variable and feature selection
    • Stoppiglia H, Dreyfus G, Dubois R, Oussar Y. Ranking a random feature for variable and feature selection. J Mach Learn Res 2008, 3:1399-1414.
    • (2008) J Mach Learn Res , vol.3 , pp. 1399-1414
    • Stoppiglia, H.1    Dreyfus, G.2    Dubois, R.3    Oussar, Y.4
  • 18
    • 0742305866 scopus 로고    scopus 로고
    • Network biology: understanding the cell's functional organization
    • 10.1038/nrg1272, 14735121
    • Barabasi AL, Oltvai ZN. Network biology: understanding the cell's functional organization. Nat Rev Genet 2004, 5:101-113. 10.1038/nrg1272, 14735121.
    • (2004) Nat Rev Genet , vol.5 , pp. 101-113
    • Barabasi, A.L.1    Oltvai, Z.N.2
  • 20
    • 0001787422 scopus 로고    scopus 로고
    • Nonparametric entropy estimation: an overview
    • rfi, Meulen ECVD
    • Beirlant J, Dudewicz EJ, Ouml LG, rfi, Meulen ECVD Nonparametric entropy estimation: an overview. Int J Math Stat Sci 1997, 6:17-39. rfi, Meulen ECVD.
    • (1997) Int J Math Stat Sci , vol.6 , pp. 17-39
    • Beirlant, J.1    Dudewicz, E.J.2    Ouml, L.G.3
  • 21
    • 61449181084 scopus 로고    scopus 로고
    • Fast calculation of pairwise mutual information for gene regulatory network reconstruction
    • Qiu P, Gentles AJ, Plevritis SK. Fast calculation of pairwise mutual information for gene regulatory network reconstruction. Comp Methods Programs Biomed 2009, 94:177-180.
    • (2009) Comp Methods Programs Biomed , vol.94 , pp. 177-180
    • Qiu, P.1    Gentles, A.J.2    Plevritis, S.K.3
  • 23
    • 84976827033 scopus 로고
    • A data locality optimizing algorithm
    • Wolf ME, Lam MS. A data locality optimizing algorithm. SIGPLAN Not 1991, 26:30-44.
    • (1991) SIGPLAN Not , vol.26 , pp. 30-44
    • Wolf, M.E.1    Lam, M.S.2
  • 24
    • 0033655775 scopus 로고    scopus 로고
    • Mutual information relevance networks: functional genomic clustering using pairwise entropy measurements
    • Butte AJ, Kohane IS. Mutual information relevance networks: functional genomic clustering using pairwise entropy measurements. Pac Symp Biocomput 2000, 418-429.
    • (2000) Pac Symp Biocomput , pp. 418-429
    • Butte, A.J.1    Kohane, I.S.2
  • 27
    • 0035942271 scopus 로고    scopus 로고
    • Significance analysis of microarrays applied to the ionizing radiation response
    • 10.1073/pnas.091062498, 33173, 11309499
    • Tusher VG, Tibshirani R, Chu G. Significance analysis of microarrays applied to the ionizing radiation response. Proc Natl Acad Sci USA 2001, 98:5116-5121. 10.1073/pnas.091062498, 33173, 11309499.
    • (2001) Proc Natl Acad Sci USA , vol.98 , pp. 5116-5121
    • Tusher, V.G.1    Tibshirani, R.2    Chu, G.3
  • 28
    • 0037076272 scopus 로고    scopus 로고
    • Diagnosis of multiple cancer types by shrunken centroids of gene expression
    • 10.1073/pnas.082099299, 124443, 12011421
    • Tibshirani R, Hastie T, Narasimhan B, Chu G. Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc Natl Acad Sci USA 2002, 99:6567-6572. 10.1073/pnas.082099299, 124443, 12011421.
    • (2002) Proc Natl Acad Sci USA , vol.99 , pp. 6567-6572
    • Tibshirani, R.1    Hastie, T.2    Narasimhan, B.3    Chu, G.4
  • 29
    • 33646852713 scopus 로고    scopus 로고
    • Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. MICCAI 2005
    • Palm Springs, California, USA: Springer Berlin Heidelberg, Duncan J, Gerig G
    • Fan Y, Shen D, Davatzikos C. Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. MICCAI 2005. Lecture Notes in Computer Science, Volume 3749 2005, 1-8. Palm Springs, California, USA: Springer Berlin Heidelberg, Duncan J, Gerig G.
    • (2005) Lecture Notes in Computer Science, Volume 3749 , pp. 1-8
    • Fan, Y.1    Shen, D.2    Davatzikos, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.