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» Methods to Bicluster Validation and Comparison in Microarray...
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155
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BMCBI
2005
212views more  BMCBI 2005»
15 years 3 months ago
PAGE: Parametric Analysis of Gene Set Enrichment
Background: Gene set enrichment analysis (GSEA) is a microarray data analysis method that uses predefined gene sets and ranks of genes to identify significant biological changes i...
Seon-Young Kim, David J. Volsky
140
Voted
BMCBI
2007
159views more  BMCBI 2007»
15 years 3 months ago
Detecting differential expression in microarray data: comparison of optimal procedures
Background: Many procedures for finding differentially expressed genes in microarray data are based on classical or modified t-statistics. Due to multiple testing considerations, ...
Elena Perelman, Alexander Ploner, Stefano Calza, Y...
BMCBI
2006
114views more  BMCBI 2006»
15 years 3 months ago
A methodology for global validation of microarray experiments
Background: DNA microarrays are popular tools for measuring gene expression of biological samples. This ever increasing popularity is ensuring that a large number of microarray st...
Mathieu Miron, Owen Z. Woody, Alexandre Marcil, Ca...
201
Voted
BMCBI
2006
202views more  BMCBI 2006»
15 years 3 months ago
Integrated biclustering of heterogeneous genome-wide datasets for the inference of global regulatory networks
Background: The learning of global genetic regulatory networks from expression data is a severely under-constrained problem that is aided by reducing the dimensionality of the sea...
David J. Reiss, Nitin S. Baliga, Richard Bonneau
ISBI
2007
IEEE
15 years 10 months ago
Validation and Comparison of Analytical Q-Ball Imaging Methods
Q-ball imaging (QBI), introduced by D. Tuch, reconstructs the diffusion orientation distribution function (ODF) of the underlying fiber population of a biological tissue. An anal...
Maxime Descoteaux, Peter Savadjiev, Jennifer S. W....