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    Results: 1 to 20 of 112

    1.

    Effect of training-sample size and classification difficulty on the accuracy of genomic predictors.

    Popovici V, Chen W, Gallas BG, Hatzis C, Shi W, Samuelson FW, Nikolsky Y, Tsyganova M, Ishkin A, Nikolskaya T, Hess KR, Valero V, Booser D, Delorenzi M, Hortobagyi GN, Shi L, Symmans WF, Pusztai L.

    Breast Cancer Res. 2010;12(1):R5. Epub 2010 Jan 11.

    PMID:
    20064235
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    2.

    Feature selection and classification of MAQC-II breast cancer and multiple myeloma microarray gene expression data.

    Liu Q, Sung AH, Chen Z, Liu J, Huang X, Deng Y.

    PLoS One. 2009 Dec 11;4(12):e8250.

    PMID:
    20011240
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    3.

    Comparison of performance of one-color and two-color gene-expression analyses in predicting clinical endpoints of neuroblastoma patients.

    Oberthuer A, Juraeva D, Li L, Kahlert Y, Westermann F, Eils R, Berthold F, Shi L, Wolfinger RD, Fischer M, Brors B.

    Pharmacogenomics J. 2010 Aug;10(4):258-66.

    PMID:
    20676065
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    4.

    A comparative study of different machine learning methods on microarray gene expression data.

    Pirooznia M, Yang JY, Yang MQ, Deng Y.

    BMC Genomics. 2008;9 Suppl 1:S13.

    PMID:
    18366602
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    5.

    Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data.

    Jeffery IB, Higgins DG, Culhane AC.

    BMC Bioinformatics. 2006 Jul 26;7:359.

    PMID:
    16872483
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    6.

    A hybrid feature selection method for DNA microarray data.

    Chuang LY, Yang CH, Wu KC, Yang CH.

    Comput Biol Med. 2011 Apr;41(4):228-37. Epub 2011 Mar 3.

    PMID:
    21376310
    [PubMed - indexed for MEDLINE]
    7.

    Mixture classification model based on clinical markers for breast cancer prognosis.

    Zeng T, Liu J.

    Artif Intell Med. 2010 Feb-Mar;48(2-3):129-37. Epub 2009 Dec 14.

    PMID:
    20005686
    [PubMed - indexed for MEDLINE]
    8.

    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
    9.

    Pharmacogenomic predictor of sensitivity to preoperative chemotherapy with paclitaxel and fluorouracil, doxorubicin, and cyclophosphamide in breast cancer.

    Hess KR, Anderson K, Symmans WF, Valero V, Ibrahim N, Mejia JA, Booser D, Theriault RL, Buzdar AU, Dempsey PJ, Rouzier R, Sneige N, Ross JS, Vidaurre T, Gómez HL, Hortobagyi GN, Pusztai L.

    J Clin Oncol. 2006 Sep 10;24(26):4236-44. Epub 2006 Aug 8.

    PMID:
    16896004
    [PubMed - indexed for MEDLINE]
    10.

    Gene selection and classification of microarray data using random forest.

    Díaz-Uriarte R, Alvarez de Andrés S.

    BMC Bioinformatics. 2006 Jan 6;7:3.

    PMID:
    16398926
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    11.

    A blocking strategy to improve gene selection for classification of gene expression data.

    Bontempi G.

    IEEE/ACM Trans Comput Biol Bioinform. 2007 Apr-Jun;4(2):293-300.

    PMID:
    17473321
    [PubMed - indexed for MEDLINE]
    12.

    Stratification bias in low signal microarray studies.

    Parker BJ, Günter S, Bedo J.

    BMC Bioinformatics. 2007 Sep 2;8:326.

    PMID:
    17764577
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    13.

    Outcome prediction based on microarray analysis: a critical perspective on methods.

    Zervakis M, Blazadonakis ME, Tsiliki G, Danilatou V, Tsiknakis M, Kafetzopoulos D.

    BMC Bioinformatics. 2009 Feb 7;10:53.

    PMID:
    19200394
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    14.

    A unified framework for finding differentially expressed genes from microarray experiments.

    Shaik JS, Yeasin M.

    BMC Bioinformatics. 2007 Sep 18;8:347.

    PMID:
    17877806
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    15.

    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
    16.

    Genetic test bed for feature selection.

    Choudhary A, Brun M, Hua J, Lowey J, Suh E, Dougherty ER.

    Bioinformatics. 2006 Apr 1;22(7):837-42. Epub 2006 Jan 20.

    PMID:
    16428263
    [PubMed - indexed for MEDLINE]
    Free Article
    17.

    Superior feature-set ranking for small samples using bolstered error estimation.

    Sima C, Braga-Neto U, Dougherty ER.

    Bioinformatics. 2005 Apr 1;21(7):1046-54. Epub 2004 Oct 28.

    PMID:
    15514003
    [PubMed - indexed for MEDLINE]
    Free Article
    18.

    Feature selection and nearest centroid classification for protein mass spectrometry.

    Levner I.

    BMC Bioinformatics. 2005 Mar 23;6:68.

    PMID:
    15788095
    [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.

    A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression.

    Li T, Zhang C, Ogihara M.

    Bioinformatics. 2004 Oct 12;20(15):2429-37. Epub 2004 Apr 15.

    PMID:
    15087314
    [PubMed - indexed for MEDLINE]
    Free Article

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