PubMed

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

Ameliorative missing value imputation for robust biological knowledge inference.

Sehgal MS, Gondal I, Dooley LS, Coppel R.

J Biomed Inform. 2008 Aug;41(4):499-514. Epub 2007 Dec 31.PMID: 18334307 [PubMed - indexed for MEDLINE]Related articles

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

Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding scheme.

Wang X, Li A, Jiang Z, Feng H.

BMC Bioinformatics. 2006 Jan 22;7:32.PMID: 16426462 [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

Missing value estimation for DNA microarray gene expression data: local least squares imputation.

Kim H, Golub GH, Park H.

Bioinformatics. 2005 Jan 15;21(2):187-98. Epub 2004 Aug 27. Erratum in: Bioinformatics. 2006 Jun 1;22(11):1410-1. PMID: 15333461 [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

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

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

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

Accounting for one-channel depletion improves missing value imputation in 2-dye microarray data.

Ritz C, Edén P.

BMC Genomics. 2008 Jan 19;9:25.PMID: 18205949 [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

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

Improving missing value estimation in microarray data with gene ontology.

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

Bioinformatics. 2006 Mar 1;22(5):566-72. Epub 2005 Dec 23.PMID: 16377613 [PubMed - indexed for MEDLINE]Related articlesFree article

Improving cluster-based missing value estimation of DNA microarray data.

Brás LP, Menezes JC.

Biomol Eng. 2007 Jun;24(2):273-82. Epub 2007 Apr 19.PMID: 17493870 [PubMed - indexed for MEDLINE]Related articles

Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering.

de Brevern AG, Hazout S, Malpertuy A.

BMC Bioinformatics. 2004 Aug 23;5:114.PMID: 15324460 [PubMed - indexed for MEDLINE]Related articlesFree article

Dealing with gene expression missing data.

Brás LP, Menezes JC.

Syst Biol (Stevenage). 2006 May;153(3):105-19.PMID: 16984085 [PubMed - indexed for MEDLINE]Related articles

Two-pass imputation algorithm for missing value estimation in gene expression time series.

Tsiporkova E, Boeva V.

J Bioinform Comput Biol. 2007 Oct;5(5):1005-22.PMID: 17933008 [PubMed - indexed for MEDLINE]Related articles

Improving missing value imputation of microarray data by using spot quality weights.

Johansson P, Häkkinen J.

BMC Bioinformatics. 2006 Jun 16;7:306.PMID: 16780582 [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