PubMed

A meta-data based method for DNA microarray imputation.

Jörnsten R, Ouyang M, Wang HY.

BMC Bioinformatics. 2007 Mar 29;8:109.PMID: 17394658 [PubMed - indexed for MEDLINE]Related articlesFree article

Integrative missing value estimation for microarray data.

Hu J, Li H, Waterman MS, Zhou XJ.

BMC Bioinformatics. 2006 Oct 12;7:449.PMID: 17038176 [PubMed - indexed for MEDLINE]Related articlesFree article

Robust imputation method for missing values in microarray data.

Yoon D, Lee EK, Park T.

BMC Bioinformatics. 2007 May 3;8 Suppl 2:S6.PMID: 17493255 [PubMed - indexed for MEDLINE]Related articlesFree article

DNA microarray data imputation and significance analysis of differential expression.

Jörnsten R, Wang HY, Welsh WJ, Ouyang M.

Bioinformatics. 2005 Nov 15;21(22):4155-61. Epub 2005 Aug 23.PMID: 16118262 [PubMed - indexed for MEDLINE]Related articlesFree article

Missing value imputation improves clustering and interpretation of gene expression microarray data.

Tuikkala J, Elo LL, Nevalainen OS, Aittokallio T.

BMC Bioinformatics. 2008 Apr 18;9:202.PMID: 18423022 [PubMed - indexed for MEDLINE]Related articlesFree article

Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes.

Brock GN, Shaffer JR, Blakesley RE, Lotz MJ, Tseng GC.

BMC Bioinformatics. 2008 Jan 10;9:12.PMID: 18186917 [PubMed - indexed for MEDLINE]Related articlesFree article

Gaussian mixture clustering and imputation of microarray data.

Ouyang M, Welsh WJ, Georgopoulos P.

Bioinformatics. 2004 Apr 12;20(6):917-23. Epub 2004 Jan 29.PMID: 14751970 [PubMed - indexed for MEDLINE]Related articlesFree article

Missing value imputation for microarray gene expression data using histone acetylation information.

Xiang Q, Dai X, Deng Y, He C, Wang J, Feng J, Dai Z.

BMC Bioinformatics. 2008 May 29;9:252.PMID: 18510747 [PubMed - indexed for MEDLINE]Related articlesFree article

Towards clustering of incomplete microarray data without the use of imputation.

Kim DW, Lee KY, Lee KH, Lee D.

Bioinformatics. 2007 Jan 1;23(1):107-13. Epub 2006 Oct 31.PMID: 17077099 [PubMed - indexed for MEDLINE]Related articlesFree article

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]Related articlesFree article

Iterated local least squares microarray missing value imputation.

Cai Z, Heydari M, Lin G.

J Bioinform Comput Biol. 2006 Oct;4(5):935-57.PMID: 17099935 [PubMed - indexed for MEDLINE]Related articles

Methods for evaluating clustering algorithms for gene expression data using a reference set of functional classes.

Datta S, Datta S.

BMC Bioinformatics. 2006 Aug 31;7:397.PMID: 16945146 [PubMed - indexed for MEDLINE]Related articlesFree article

Extracting gene expression patterns and identifying co-expressed genes from microarray data reveals biologically responsive processes.

Chou JW, Zhou T, Kaufmann WK, Paules RS, Bushel PR.

BMC Bioinformatics. 2007 Nov 2;8:427.PMID: 17980031 [PubMed - indexed for MEDLINE]Related articlesFree article

Collateral missing value imputation: a new robust missing value estimation algorithm for microarray data.

Sehgal MS, Gondal I, Dooley LS.

Bioinformatics. 2005 May 15;21(10):2417-23. Epub 2005 Feb 24.PMID: 15731210 [PubMed - indexed for MEDLINE]Related articlesFree article

Inferring gene regulatory networks from multiple microarray datasets.

Wang Y, Joshi T, Zhang XS, Xu D, Chen L.

Bioinformatics. 2006 Oct 1;22(19):2413-20. Epub 2006 Jul 24.PMID: 16864593 [PubMed - indexed for MEDLINE]Related articlesFree article

Novel and simple transformation algorithm for combining microarray data sets.

Kim KY, Ki DH, Jeong HJ, Jeung HC, Chung HC, Rha SY.

BMC Bioinformatics. 2007 Jun 25;8:218.PMID: 17588268 [PubMed - indexed for MEDLINE]Related articlesFree article

An ensemble approach to microarray data-based gene prioritization after missing value imputation.

Hua D, Lai Y.

Bioinformatics. 2007 Mar 15;23(6):747-54. Epub 2007 Jan 31.PMID: 17267438 [PubMed - indexed for MEDLINE]Related articlesFree article

Transcriptome network component analysis with limited microarray data.

Galbraith SJ, Tran LM, Liao JC.

Bioinformatics. 2006 Aug 1;22(15):1886-94. Epub 2006 Jun 9.PMID: 16766556 [PubMed - indexed for MEDLINE]Related articlesFree article

Microarray missing data imputation based on a set theoretic framework and biological knowledge.

Gan X, Liew AW, Yan H.

Nucleic Acids Res. 2006 Mar 20;34(5):1608-19. Print 2006.PMID: 16549873 [PubMed - indexed for MEDLINE]Related articlesFree article

Gene Vector Analysis (Geneva): a unified method to detect differentially-regulated gene sets and similar microarray experiments.

Tanner SW, Agarwal P.

BMC Bioinformatics. 2008 Aug 22;9:348.PMID: 18721468 [PubMed - indexed for MEDLINE]Related articlesFree article