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Items: 1 to 20 of 285


The effect of oligonucleotide microarray data pre-processing on the analysis of patient-cohort studies.

Verhaak RG, Staal FJ, Valk PJ, Lowenberg B, Reinders MJ, de Ridder D.

BMC Bioinformatics. 2006 Mar 2;7:105.


A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

Statnikov A, Aliferis CF, Tsamardinos I, Hardin D, Levy S.

Bioinformatics. 2005 Mar 1;21(5):631-43.


Effects of replacing the unreliable cDNA microarray measurements on the disease classification based on gene expression profiles and functional modules.

Wang D, Lv Y, Guo Z, Li X, Li Y, Zhu J, Yang D, Xu J, Wang C, Rao S, Yang B.

Bioinformatics. 2006 Dec 1;22(23):2883-9.


Robust multi-tissue gene panel for cancer detection.

Irgon J, Huang CC, Zhang Y, Talantov D, Bhanot G, Szalma S.

BMC Cancer. 2010 Jun 22;10:319. doi: 10.1186/1471-2407-10-319.


Kalman filtering for disease-state estimation from microarray data.

Kelemen JZ, Kertész-Farkas A, Kocsor A, Puskás LG.

Bioinformatics. 2006 Dec 15;22(24):3047-53.


Avoiding model selection bias in small-sample genomic datasets.

Berrar D, Bradbury I, Dubitzky W.

Bioinformatics. 2006 May 15;22(10):1245-50. Erratum in: Bioinformatics. 2006 Oct 1;22(19):2453.


Text-derived concept profiles support assessment of DNA microarray data for acute myeloid leukemia and for androgen receptor stimulation.

Jelier R, Jenster G, Dorssers LC, Wouters BJ, Hendriksen PJ, Mons B, Delwel R, Kors JA.

BMC Bioinformatics. 2007 Jan 18;8:14.


Selecting dissimilar genes for multi-class classification, an application in cancer subtyping.

Cai Z, Goebel R, Salavatipour MR, Lin G.

BMC Bioinformatics. 2007 Jun 16;8:206.


Classification using partial least squares with penalized logistic regression.

Fort G, Lambert-Lacroix S.

Bioinformatics. 2005 Apr 1;21(7):1104-11.


Comparison of seven methods for producing Affymetrix expression scores based on False Discovery Rates in disease profiling data.

Shedden K, Chen W, Kuick R, Ghosh D, Macdonald J, Cho KR, Giordano TJ, Gruber SB, Fearon ER, Taylor JM, Hanash S.

BMC Bioinformatics. 2005 Feb 10;6:26.


A protocol for building and evaluating predictors of disease state based on microarray data.

Wessels LF, Reinders MJ, Hart AA, Veenman CJ, Dai H, He YD, van't Veer LJ.

Bioinformatics. 2005 Oct 1;21(19):3755-62.


Large scale data mining approach for gene-specific standardization of microarray gene expression data.

Yoon S, Yang Y, Choi J, Seong J.

Bioinformatics. 2006 Dec 1;22(23):2898-904.


Biomarker discovery in microarray gene expression data with Gaussian processes.

Chu W, Ghahramani Z, Falciani F, Wild DL.

Bioinformatics. 2005 Aug 15;21(16):3385-93.


Multiclass cancer classification and biomarker discovery using GA-based algorithms.

Liu JJ, Cutler G, Li W, Pan Z, Peng S, Hoey T, Chen L, Ling XB.

Bioinformatics. 2005 Jun 1;21(11):2691-7.

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