Systematic Comparison of Machine Learning Methods for Identification of miRNA Species as Disease Biomarkers.
Chihiro HiguchiToshihiro TanakaYukinori OkadaPublished in: IWBBIO (2) (2015)
Keyphrases
- gene sets
- plant species
- related genes
- gene expression
- gene ontology
- microarray
- microarray data
- gene function
- computational methods
- secondary structure
- candidate genes
- biologically meaningful
- ovarian cancer
- gene selection
- statistical significance
- breast cancer
- regulatory networks
- binding sites
- genome wide
- disease progression
- differentially expressed genes
- high throughput
- mass spectrometry
- fold cross validation
- statistical analysis
- differentially expressed
- biomarker discovery
- expression profiles
- biological processes
- high dimensional
- data sets