Gene selection from microarray data for cancer classification - a machine learning approach.
Yu WangIgor V. TetkoMark A. HallEibe FrankAxel FaciusKlaus F. X. MayerHans-Werner MewesPublished in: Comput. Biol. Chem. (2005)
Keyphrases
- gene selection
- microarray data
- cancer classification
- microarray
- cancer diagnosis
- gene expression data
- microarray classification
- gene expression
- relevant genes
- dna microarray
- feature selection
- microarray data analysis
- gene expression profiles
- microarray gene expression data
- informative genes
- data sets
- biological data
- biologically relevant
- cluster analysis
- colon cancer
- small number of samples
- microarray datasets
- gene expression datasets
- high dimensional
- microarray technology
- high throughput
- gene networks
- ovarian cancer
- selected genes
- microarray analysis
- gene expression patterns
- gene expression analysis
- pattern recognition
- machine learning