An efficient gene selection technique for cancer recognition based on neighborhood mutual information.
Qinghua HuWei PanShuang AnPeijun MaJin-Mao WeiPublished in: Int. J. Mach. Learn. Cybern. (2010)
Keyphrases
- gene selection
- mutual information
- feature selection
- microarray data
- microarray
- cancer classification
- cancer diagnosis
- microarray data classification
- gene expression data
- gene expression profiles
- information theoretic
- ovarian cancer
- dna microarray
- survival prediction
- microarray classification
- cancer detection
- gene expression
- microarray data analysis
- dna microarray data
- tumor classification
- support vector machine svm
- similarity measure
- relevant genes
- image registration
- gene expression data analysis
- biologically relevant
- feature ranking
- feature extraction
- object recognition
- microarray datasets
- gene expression datasets
- pattern recognition
- learning algorithm
- information gain
- random forest
- colon cancer
- selected genes
- breast cancer
- wilcoxon rank sum
- high throughput