An integrated algorithm for gene selection and classification applied to microarray data of ovarian cancer.
Zne-Jung LeePublished in: Artif. Intell. Medicine (2008)
Keyphrases
- gene selection
- ovarian cancer
- microarray data
- microarray
- cancer classification
- support vector machine svm
- cancer diagnosis
- early detection
- gene expression profiles
- gene expression data
- microarray classification
- feature selection
- microarray data analysis
- dna microarray data
- relevant genes
- gene expression
- microarray datasets
- informative genes
- cancer detection
- colon cancer
- microarray analysis
- dna microarray
- cluster analysis
- biological data
- clustering analysis
- data sets
- high dimensionality
- differentially expressed
- mass spectra
- biologically meaningful
- k means
- support vector machine
- expectation maximization
- clustering method
- training set
- gene networks
- high throughput