Integration of gene expression and DNA-methylation profiles improves molecular subtype classification in acute myeloid leukemia.
Erdogan TaskesenSepideh BabaeiMarcel J. T. ReindersJeroen de RidderPublished in: BMC Bioinform. (2015)
Keyphrases
- colon cancer
- gene expression
- microarray
- cancer diagnosis
- cancer classification
- gene expression data
- microarray data
- microarray technology
- gene selection
- gene expression profiles
- dna microarray
- binding sites
- microarray datasets
- gene expression data analysis
- gene regulation
- gene expression analysis
- gene expression patterns
- microarray gene
- gene expression data sets
- transcriptional regulation
- high dimensionality
- random forest
- high throughput
- biological networks
- computational methods
- dna sequences
- data integration
- functional genomics
- machine learning
- regulatory networks
- biological processes
- cell nuclei
- feature selection
- high throughput technologies
- data sets