Unsupervised Bayesian linear unmixing of gene expression microarrays.
Cecile BazotNicolas DobigeonJean-Yves TourneretAimee K. ZaasGeoffrey S. GinsburgAlfred O. Hero IIIPublished in: BMC Bioinform. (2013)
Keyphrases
- gene expression
- microarray
- gene expression data
- microarray data
- gene regulation
- gene expression data analysis
- biological processes
- gene expression analysis
- high throughput
- drosophila melanogaster
- microarray data analysis
- gene expression profiles
- functional genomics
- unsupervised learning
- microarray datasets
- regulatory networks
- gene selection
- dna microarray
- analysis of gene expression
- biological networks
- binding sites
- gene expression patterns
- colon cancer
- independent component analysis
- differentially expressed genes
- gene interactions
- gene expression pattern images
- gene expression levels
- gene expression data sets
- cancer classification
- genomic data
- component analysis
- blind source separation