Uncovering informative genes from colon cancer gene expression data via multi-step clustering based on generalized SOMs with splitting-merging structures.
Marian B. GorzalczanyJakub PiekoszewskiFilip RudzinskiPublished in: SSCI (2019)
Keyphrases
- gene expression data
- colon cancer
- multi step
- informative genes
- cancer classification
- tumor classification
- gene selection
- microarray gene expression data
- microarray
- microarray data
- gene expression
- cancer diagnosis
- data sets
- feature selection
- high dimensional
- microarray datasets
- dna microarray
- gene expression data sets
- gene expression profiles
- gene regulatory networks
- self organizing maps
- high dimensionality
- random forest
- high throughput
- tissue samples
- active learning
- k nearest neighbor
- experimental conditions
- gene ontology
- gene sets
- data mining
- neural network