Incorporating prior biological knowledge for network-based differential gene expression analysis using differentially weighted graphical LASSO.
Yiming ZuoYi CuiGuoqiang YuRuijiang LiHabtom W. RessomPublished in: BMC Bioinform. (2017)
Keyphrases
- gene expression analysis
- biological knowledge
- gene expression data
- gene expression
- microarray
- feature selection
- high throughput
- gene regulatory networks
- microarray data
- high dimensionality
- biological processes
- gene expression profiles
- data sets
- gene networks
- biological systems
- high dimensional
- gene selection
- high precision
- binding sites
- high dimensional data
- gene ontology
- knn
- systems biology
- engineering design
- dimensionality reduction