Regularized gene selection in cancer microarray meta-analysis.
Shuangge MaJian HuangPublished in: BMC Bioinform. (2009)
Keyphrases
- feature selection
- meta analysis
- gene selection
- microarray data
- microarray
- gene expression profiles
- cancer classification
- dna microarray
- gene expression
- gene expression data
- cancer diagnosis
- gene expression data analysis
- microarray data analysis
- microarray datasets
- microarray analysis
- relevant genes
- machine learning
- high throughput
- microarray technology
- colon cancer
- differentially expressed genes
- dna microarray data
- gene networks
- gene ontology
- expression profiles
- feature ranking
- gene expression data sets
- dimensionality reduction
- gene expression datasets
- unsupervised learning
- ovarian cancer
- gene sets
- gene clusters
- high dimensionality
- experimental conditions
- gene expression analysis
- biological data
- neural network
- informative genes
- nearest neighbor
- molecular biology
- gene expression microarray data