Joint classifier and feature optimization for cancer diagnosis using gene expression data.
Balaji KrishnapuramLawrence CarinAlexander J. HarteminkPublished in: RECOMB (2003)
Keyphrases
- cancer diagnosis
- gene expression data
- microarray
- feature selection
- cancer classification
- gene selection
- gene expression
- feature set
- dna microarray data
- colon cancer
- microarray data
- gene expression profiles
- feature ranking
- gene regulatory networks
- data sets
- high dimensionality
- lung cancer
- high dimensional
- support vector machine
- feature space
- feature vectors
- data preprocessing
- high throughput
- training data
- dna microarray
- preprocessing step
- feature subset
- microarray datasets
- neural network
- high dimensional data
- class labels