PLS-Based Gene Selection and Identification of Tumor-Specific Genes.
Guoli JiZijiang YangWenjie YouPublished in: IEEE Trans. Syst. Man Cybern. Part C (2011)
Keyphrases
- gene selection
- tumor classification
- cancer diagnosis
- microarray data
- cancer classification
- microarray
- gene expression data
- dna microarray
- gene expression
- gene expression profiles
- microarray classification
- relevant genes
- informative genes
- feature selection
- microarray data analysis
- dna microarray data
- gene expression datasets
- support vector machine svm
- wilcoxon rank sum
- microarray analysis
- ovarian cancer
- selected genes
- biologically relevant
- high throughput
- random forest
- high dimensionality
- microarray datasets
- small number of samples
- breast cancer
- differentially expressed
- colon cancer
- gene expression data sets
- survival prediction
- machine learning