Joint Classifier and Feature Optimization for Comprehensive Cancer Diagnosis Using Gene Expression Data.
Balaji KrishnapuramLawrence CarinAlexander J. HarteminkPublished in: J. Comput. Biol. (2004)
Keyphrases
- cancer diagnosis
- gene expression data
- microarray
- cancer classification
- gene expression
- feature selection
- gene selection
- feature set
- colon cancer
- dna microarray data
- microarray data
- gene regulatory networks
- high dimensionality
- dna microarray
- data sets
- lung cancer
- training data
- feature subset
- feature ranking
- gene expression profiles
- decision trees
- feature space
- high throughput
- feature vectors
- cell nuclei
- support vector
- microarray datasets
- image processing
- text categorization
- high dimensional data
- tissue samples
- data mining
- biological processes
- pattern recognition
- feature selection algorithms
- preprocessing step
- training set
- high dimensional
- support vector machine