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Characteristics of predictor sets found using differential prioritization.

Ooi CH, Chetty M, Teng SW.

Algorithms Mol Biol. 2007 Jun 4;2:7.PMID: 17547742 [PubMed]Free PMC ArticleFree textRelated citations

Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data.

Ooi CH, Chetty M, Teng SW.

BMC Bioinformatics. 2006 Jun 23;7:320.PMID: 16796748 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

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 ArticleFree textRelated citations

Multiclass cancer classification by support vector machines with class-wise optimized genes and probability estimates.

Anand A, Suganthan PN.

J Theor Biol. 2009 Aug 7;259(3):533-40. Epub 2009 May 3.PMID: 19406131 [PubMed - indexed for MEDLINE]Related citations

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 ArticleFree textRelated citations

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 ArticleFree textRelated citations

Gene selection for classification of microarray data based on the Bayes error.

Zhang JG, Deng HW.

BMC Bioinformatics. 2007 Oct 3;8(1):370.PMID: 17915022 [PubMed - as supplied by publisher]Free PMC ArticleFree textRelated citations

A genetic programming-based approach to the classification of multiclass microarray datasets.

Liu KH, Xu CG.

Bioinformatics. 2009 Feb 1;25(3):331-7. Epub 2008 Dec 16.PMID: 19088122 [PubMed - indexed for MEDLINE]Free ArticleRelated citations

Integrative disease classification based on cross-platform microarray data.

Liu CC, Hu J, Kalakrishnan M, Huang H, Zhou XJ.

BMC Bioinformatics. 2009 Jan 30;10 Suppl 1:S25.PMID: 19208125 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

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 ArticleFree textRelated citations

Evaluation of inter-laboratory and cross-platform concordance of DNA microarrays through discriminating genes and classifier transferability.

Mao S, Wang C, Dong G.

J Bioinform Comput Biol. 2009 Feb;7(1):157-73.PMID: 19226665 [PubMed - indexed for MEDLINE]Related citations

Computational cluster validation for microarray data analysis: experimental assessment of Clest, Consensus Clustering, Figure of Merit, Gap Statistics and Model Explorer.

Giancarlo R, Scaturro D, Utro F.

BMC Bioinformatics. 2008 Oct 29;9:462.PMID: 18959783 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

Improving gene set analysis of microarray data by SAM-GS.

Dinu I, Potter JD, Mueller T, Liu Q, Adewale AJ, Jhangri GS, Einecke G, Famulski KS, Halloran P, Yasui Y.

BMC Bioinformatics. 2007 Jul 5;8:242.PMID: 17612399 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

A robust gene selection method for microarray-based cancer classification.

Wang X, Gotoh O.

Cancer Inform. 2010 Feb 4;9:15-30.PMID: 20234770 [PubMed]Free PMC ArticleFree textRelated citations

A resampling-based meta-analysis for detection of differential gene expression in breast cancer.

Gur-Dedeoglu B, Konu O, Kir S, Ozturk AR, Bozkurt B, Ergul G, Yulug IG.

BMC Cancer. 2008 Dec 30;8:396.PMID: 19116033 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

Methods for evaluating gene expression from Affymetrix microarray datasets.

Jiang N, Leach LJ, Hu X, Potokina E, Jia T, Druka A, Waugh R, Kearsey MJ, Luo ZW.

BMC Bioinformatics. 2008 Jun 17;9:284.PMID: 18559105 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

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 ArticleFree textRelated citations

Combining transcriptional datasets using the generalized singular value decomposition.

Schreiber AW, Shirley NJ, Burton RA, Fincher GB.

BMC Bioinformatics. 2008 Aug 8;9:335.PMID: 18687147 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

Comparison of feature selection and classification for MALDI-MS data.

Liu Q, Sung AH, Qiao M, Chen Z, Yang JY, Yang MQ, Huang X, Deng Y.

BMC Genomics. 2009 Jul 7;10 Suppl 1:S3.PMID: 19594880 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations

Biclustering of microarray data with MOSPO based on crowding distance.

Liu J, Li Z, Hu X, Chen Y.

BMC Bioinformatics. 2009 Apr 29;10 Suppl 4:S9.PMID: 19426457 [PubMed - indexed for MEDLINE]Free PMC ArticleFree textRelated citations