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» Analysis of Variance for Gene Expression Microarray Data
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FGCN
2008
IEEE
155views Communications» more  FGCN 2008»
15 years 8 months ago
Modeling the Marginal Distribution of Gene Expression with Mixture Models
We report the results of fitting mixture models to the distribution of expression values for individual genes over a broad range of normal tissues, which we call the marginal expr...
Edward Wijaya, Hajime Harada, Paul Horton
189
Voted
BIBE
2007
IEEE
195views Bioinformatics» more  BIBE 2007»
16 years 15 days ago
Finding Clusters of Positive and Negative Coregulated Genes in Gene Expression Data
— In this paper, we propose a system for finding partial positive and negative coregulated gene clusters in microarray data. Genes are clustered together if they show the same p...
Kerstin Koch, Stefan Schönauer, Ivy Jansen, J...
BMCBI
2007
110views more  BMCBI 2007»
15 years 6 months ago
Interpretation of multiple probe sets mapping to the same gene in Affymetrix GeneChips
Background: Affymetrix GeneChip technology enables the parallel observations of tens of thousands of genes. It is important that the probe set annotations are reliable so that bio...
Maria A. Stalteri, Andrew P. Harrison
BMCBI
2011
14 years 9 months ago
Cell Subset Prediction for Blood Genomic Studies
Background: Genome-wide transcriptional profiling of patient blood samples offers a powerful tool to investigate underlying disease mechanisms and personalized treatment decisions...
Christopher R. Bolen, Mohamed Uduman, Steven H. Kl...
BMCBI
2007
129views more  BMCBI 2007»
15 years 6 months ago
HoughFeature, a novel method for assessing drug effects in three-color cDNA microarray experiments
Background: Three-color microarray experiments can be performed to assess drug effects on the genomic scale. The methodology may be useful in shortening the cycle, reducing the co...
Hongya Zhao, Hong Yan