Statistical assessment of functional categories of genes deregulated in pathological conditions by using microarray data.
Rosalia MagliettaAda PiepoliDomenico CatalanoPiepoli LicciulliMassimo CarellaSabino LiuniGraziano PesoleFrancesco PerriNicola AnconaPublished in: Bioinform. (2007)
Keyphrases
- microarray data
- microarray
- gene expression
- gene expression data
- gene expression levels
- gene selection
- data sets
- differentially expressed genes
- microarray gene expression data
- microarray data analysis
- feature selection
- informative genes
- gene networks
- high dimensional
- gene sets
- saccharomyces cerevisiae
- dna microarray
- cluster analysis
- biological data
- experimental conditions
- cancer classification
- gene expression patterns
- high throughput
- gene clusters
- microarray technology
- biologically significant
- meta analysis
- dna microarray data
- gene expression profiles
- relevant genes
- high dimensionality
- gene expression analysis
- gene function
- biologically relevant
- microarray datasets
- yeast cell cycle
- selected genes
- gene expression data sets
- small number of samples
- statistical methods
- gene ontology
- biological processes
- regulatory networks