Individualized markers optimize class prediction of microarray data.
Pavlos PavlidisPanayiota PoiraziPublished in: BMC Bioinform. (2006)
Keyphrases
- microarray data
- microarray
- gene expression
- gene selection
- data sets
- feature selection
- meta analysis
- high dimensional
- gene expression data
- differentially expressed genes
- biological data
- cluster analysis
- microarray data analysis
- gene networks
- microarray classification
- gene expression profiles
- gene expression patterns
- biologically meaningful
- microarray gene expression data
- biologically relevant
- dna microarray data
- small number of samples
- biologically significant
- gene sets
- high throughput
- learning process
- cancer classification
- informative genes
- microarray analysis
- learning styles
- object recognition
- learning algorithm
- gene clusters
- huge number
- ovarian cancer
- dimensionality reduction