PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach.
Malik YousefFatma OzdemirAmhar JaberJens AllmerBurcu Bakir-GungorPublished in: BMC Bioinform. (2023)
Keyphrases
- gene expression
- gene expression data
- feature selection
- microarray data
- microarray
- gene expression data sets
- gene interactions
- expression profiles
- dna microarray
- microarray datasets
- gene selection
- gene expression data analysis
- biological processes
- gene expression profiles
- differential expression
- functional genomics
- high dimensionality
- gene expression patterns
- drosophila melanogaster
- gene expression microarray data
- binding sites
- gene products
- high throughput
- gene regulation
- microarray data analysis
- gene expression pattern images
- mutual information
- gene networks
- feature set
- cancer classification
- differentially expressed genes
- feature extraction
- transcription factors
- biological networks
- dna binding
- data sets
- feature subset
- protein interaction