Integrative Gene Selection on Gene Expression Data: Providing Biological Context to Traditional Approaches.
Cindy PerscheidBastien GrasnickMatthias UflackerPublished in: J. Integr. Bioinform. (2019)
Keyphrases
- gene expression data
- gene selection
- microarray
- dna microarray
- gene expression data analysis
- microarray data
- gene expression
- gene expression analysis
- cancer classification
- regulatory networks
- analysis of gene expression data
- tumor classification
- data sets
- dna microarray data
- selected genes
- gene expression datasets
- gene expression profiles
- biologically relevant
- feature selection
- cancer diagnosis
- gene expression patterns
- molecular biology
- microarray gene expression data
- microarray gene expression
- biological data
- biclustering algorithms
- high dimensionality
- relevant genes
- biological processes
- informative genes
- gene networks
- microarray technology
- gene expression data sets
- gene regulatory networks
- microarray datasets
- high throughput
- support vector machine svm
- high dimensional data
- random forest
- microarray data analysis
- colon cancer
- feature ranking