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    Results: 1 to 20 of 169

    1.

    Multiclass classification of microarray data with repeated measurements: application to cancer.

    Yeung KY, Bumgarner RE.

    Genome Biol. 2003;4(12):R83. Epub 2003 Nov 24. Erratum in: Genome Biol. 2005;6(13):405-405.4.

    PMID:
    14659020
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    2.

    Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data.

    Wang J, Bø TH, Jonassen I, Myklebost O, Hovig E.

    BMC Bioinformatics. 2003 Dec 2;4:60.

    PMID:
    14651757
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    3.

    New gene selection method for multiclass tumor classification by class centroid.

    Shen Q, Shi WM, Kong W.

    J Biomed Inform. 2009 Feb;42(1):59-65. Epub 2008 Jun 17.

    PMID:
    18835752
    [PubMed - indexed for MEDLINE]
    4.

    Multi-class cancer classification via partial least squares with gene expression profiles.

    Nguyen DV, Rocke DM.

    Bioinformatics. 2002 Sep;18(9):1216-26.

    PMID:
    12217913
    [PubMed - indexed for MEDLINE]
    Free Article
    5.

    Prediction potential of candidate biomarker sets identified and validated on gene expression data from multiple datasets.

    Gormley M, Dampier W, Ertel A, Karacali B, Tozeren A.

    BMC Bioinformatics. 2007 Oct 26;8:415.

    PMID:
    17963508
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    6.

    Joint analysis of two microarray gene-expression data sets to select lung adenocarcinoma marker genes.

    Jiang H, Deng Y, Chen HS, Tao L, Sha Q, Chen J, Tsai CJ, Zhang S.

    BMC Bioinformatics. 2004 Jun 24;5:81.

    PMID:
    15217521
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    7.

    Multiclass discovery in array data.

    Liu Y, Ringnér M.

    BMC Bioinformatics. 2004 Jun 4;5:70.

    PMID:
    15180908
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    8.

    Data-dependent kernel machines for microarray data classification.

    Xiong H, Zhang Y, Chen XW.

    IEEE/ACM Trans Comput Biol Bioinform. 2007 Oct-Dec;4(4):583-95.

    PMID:
    17975270
    [PubMed - indexed for MEDLINE]
    9.

    On the statistical assessment of classifiers using DNA microarray data.

    Ancona N, Maglietta R, Piepoli A, D'Addabbo A, Cotugno R, Savino M, Liuni S, Carella M, Pesole G, Perri F.

    BMC Bioinformatics. 2006 Aug 19;7:387.

    PMID:
    16919171
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    10.

    A DSRPCL-SVM approach to informative gene analysis.

    Xiong W, Cai Z, Ma J.

    Genomics Proteomics Bioinformatics. 2008 Jun;6(2):83-90.

    PMID:
    18973864
    [PubMed - indexed for MEDLINE]
    11.

    Multiclass cancer classification using semisupervised ellipsoid ARTMAP and particle swarm optimization with gene expression data.

    Xu R, Anagnostopoulos GC, Wunsch DC 2nd.

    IEEE/ACM Trans Comput Biol Bioinform. 2007 Jan-Mar;4(1):65-77.

    PMID:
    17277414
    [PubMed - indexed for MEDLINE]
    12.

    A classification-based machine learning approach for the analysis of genome-wide expression data.

    Lyons-Weiler J, Patel S, Bhattacharya S.

    Genome Res. 2003 Mar;13(3):503-12.

    PMID:
    12618382
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    13.

    Tumor classification ranking from microarray data.

    Hewett R, Kijsanayothin P.

    BMC Genomics. 2008 Sep 16;9 Suppl 2:S21.

    PMID:
    18831787
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    14.

    Challenges in projecting clustering results across gene expression-profiling datasets.

    Lusa L, McShane LM, Reid JF, De Cecco L, Ambrogi F, Biganzoli E, Gariboldi M, Pierotti MA.

    J Natl Cancer Inst. 2007 Nov 21;99(22):1715-23. Epub 2007 Nov 13.

    PMID:
    18000217
    [PubMed - indexed for MEDLINE]
    Free Article
    15.

    Optimized LOWESS normalization parameter selection for DNA microarray data.

    Berger JA, Hautaniemi S, Järvinen AK, Edgren H, Mitra SK, Astola J.

    BMC Bioinformatics. 2004 Dec 9;5:194.

    PMID:
    15588297
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    16.

    Transcript and protein expression profiles of the NCI-60 cancer cell panel: an integromic microarray study.

    Shankavaram UT, Reinhold WC, Nishizuka S, Major S, Morita D, Chary KK, Reimers MA, Scherf U, Kahn A, Dolginow D, Cossman J, Kaldjian EP, Scudiero DA, Petricoin E, Liotta L, Lee JK, Weinstein JN.

    Mol Cancer Ther. 2007 Mar;6(3):820-32. Epub 2007 Mar 5.

    PMID:
    17339364
    [PubMed - indexed for MEDLINE]
    Free Article
    17.

    The LeFE algorithm: embracing the complexity of gene expression in the interpretation of microarray data.

    Eichler GS, Reimers M, Kane D, Weinstein JN.

    Genome Biol. 2007;8(9):R187.

    PMID:
    17845722
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    18.

    Comparing the characteristics of gene expression profiles derived by univariate and multivariate classification methods.

    Zucknick M, Richardson S, Stronach EA.

    Stat Appl Genet Mol Biol. 2008;7(1):Article7. Epub 2008 Feb 23.

    PMID:
    18312212
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    19.

    The molecular portraits of breast tumors are conserved across microarray platforms.

    Hu Z, Fan C, Oh DS, Marron JS, He X, Qaqish BF, Livasy C, Carey LA, Reynolds E, Dressler L, Nobel A, Parker J, Ewend MG, Sawyer LR, Wu J, Liu Y, Nanda R, Tretiakova M, Ruiz Orrico A, Dreher D, Palazzo JP, Perreard L, Nelson E, Mone M, Hansen H, Mullins M, Quackenbush JF, Ellis MJ, Olopade OI, Bernard PS, Perou CM.

    BMC Genomics. 2006 Apr 27;7:96.

    PMID:
    16643655
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    20.

    PCA disjoint models for multiclass cancer analysis using gene expression data.

    Bicciato S, Luchini A, Di Bello C.

    Bioinformatics. 2003 Mar 22;19(5):571-8.

    PMID:
    12651714
    [PubMed - indexed for MEDLINE]
    Free Article

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