Procedure for stability analysis of gene selection from cross-site gene expression data.
John N. KoreckiLawrence O. HallDmitry B. GoldgofSteven EschrichPublished in: SMC (2011)
Keyphrases
- stability analysis
- gene expression data
- gene selection
- microarray
- microarray data
- gene expression
- cancer classification
- nonlinear systems
- dna microarray
- cancer diagnosis
- gene expression profiles
- tumor classification
- gene expression data analysis
- informative genes
- gene expression datasets
- gene expression analysis
- dna microarray data
- gene networks
- microarray gene expression data
- microarray data analysis
- high dimensionality
- high dimensional data
- gene expression data sets
- high dimensional
- data sets
- microarray datasets
- gene regulatory networks
- relevant genes
- colon cancer
- biologically relevant
- neural network
- high throughput
- feature selection
- feature ranking
- learning algorithm
- gene expression patterns
- gene sets
- experimental conditions
- dimensionality reduction
- image processing
- machine learning