CogNet: classification of gene expression data based on ranked active-subnetwork-oriented KEGG pathway enrichment analysis.
Malik YousefEge ÜlgenOsman Ugur SezermanPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- gene expression data
- gene expression
- gene expression profiling
- gene expression profiles
- microarray
- analysis of gene expression data
- gene expression analysis
- biological information
- gene expression datasets
- high dimensionality
- dna microarray data
- training set
- feature selection
- functional genomics
- microarray data
- regulatory networks
- cancer classification
- database
- gene selection
- pattern recognition
- data analysis
- support vector machine
- gene networks
- microarray gene expression data
- tissue samples
- gene expression data sets
- gene expression data analysis
- cancer diagnosis
- feature extraction
- support vector machine svm
- high dimensional