NPA: an R package for computing network perturbation amplitudes using gene expression data and two-layer networks.
Florian MartinSylvain GubianMarja TalikkaJulia HoengManuel C. PeitschPublished in: BMC Bioinform. (2019)
Keyphrases
- gene expression data
- gene networks
- gene regulatory networks
- network structure
- microarray
- gene expression
- complex networks
- network model
- gene expression data analysis
- microarray data
- microarray gene expression data
- analysis of gene expression data
- community structure
- feature selection
- regulatory networks
- high dimensionality
- scale free
- gene expression analysis
- data sets
- high dimensional data
- gene expression patterns
- cancer classification
- biological networks
- gene expression data sets
- gene expression profiling
- interaction networks
- gene expression profiles
- gene selection
- social networks
- cancer diagnosis
- dna microarray
- functional modules
- gene expression datasets
- network topology
- ppi networks
- database
- high throughput
- complex systems
- clustering gene expression data