Improve Survival Prediction Using Principal Components of Gene Expression Data.
Yi-Jing ShenShu-Guang HuangPublished in: Genom. Proteom. Bioinform. (2006)
Keyphrases
- gene expression data
- principal components
- survival prediction
- gene expression
- gene selection
- microarray
- microarray data
- principal component analysis
- gene expression analysis
- dimensionality reduction
- high dimensional data
- cancer classification
- gene expression data analysis
- feature selection
- analysis of gene expression data
- gene expression profiles
- high dimensionality
- gene regulatory networks
- dna microarray
- covariance matrix
- gene expression profiling
- data sets
- high dimensional
- principal component regression
- regulatory networks
- gene expression datasets
- gene expression patterns