The classification of cancer stage microarray data.
Chi-Kan ChenPublished in: Comput. Methods Programs Biomed. (2012)
Keyphrases
- microarray data
- cancer classification
- gene selection
- gene expression profiles
- relevant genes
- colon cancer
- ovarian cancer
- microarray
- dna microarray
- cancer diagnosis
- microarray data analysis
- building classification models
- gene expression microarray data
- dna microarray data
- feature selection
- gene expression
- cancer datasets
- gene expression data
- microarray datasets
- small number of samples
- biologically significant
- gene expression data sets
- meta analysis
- informative genes
- selected genes
- early detection
- high throughput
- microarray technology
- gene expression datasets
- microarray analysis
- pattern recognition
- biological data
- high dimensional
- biologically meaningful
- cluster analysis
- data sets
- tissue samples
- support vector machine
- gene networks
- random forest
- gene expression patterns
- support vector
- training set
- feature extraction
- nearest neighbor
- machine learning methods
- high dimensionality