Analyzing time-dependent microarray data using independent component analysis derived expression modes from human macrophages infected with F. tularensis holartica.
Dominik LutterThomas LangmannPeter UgocsaiC. MoehleE. SeiboldW. D. SplettstoesserPeter GruberElmar Wolfgang LangGerd SchmitzPublished in: J. Biomed. Informatics (2009)
Keyphrases
- microarray data
- gene sets
- gene selection
- microarray
- gene expression
- data sets
- gene expression levels
- biologically relevant
- gene expression data
- selected genes
- microarray data analysis
- meta analysis
- high dimensional
- microarray classification
- feature selection
- biological data
- microarray datasets
- dna microarray data
- cluster analysis
- differentially expressed genes
- gene networks
- cancer classification
- biologically meaningful
- dna microarray
- gene clusters
- microarray gene expression data
- small number of samples
- gene expression profiles
- high dimensionality
- support vector machine
- data analysis
- ovarian cancer
- microarray analysis
- informative genes
- computational methods