An improved empirical bayes approach to estimating differential gene expression in microarray time-course data: BETR (Bayesian Estimation of Temporal Regulation).
Martin J. AryeeJosé A. Gutiérrez-PabelloIgor KramnikTapabrata MaitiJohn QuackenbushPublished in: BMC Bioinform. (2009)
Keyphrases
- microarray
- gene expression
- gene expression data
- experimental conditions
- gene expression data sets
- gene expression profiles
- microarray technology
- microarray data
- high throughput
- clustering analysis
- dna microarray
- gene expression microarray data
- bayesian estimation
- analysis of gene expression
- functional genomics
- data analysis
- gene expression patterns
- data sets
- expression levels of thousands of genes
- high dimensionality
- gene expression analysis
- gene selection
- gene expression levels
- gene ontology
- biological processes
- gene regulation
- data acquisition
- regulatory networks
- genomic data
- gene sets
- gene networks
- expression profiles
- gene expression datasets
- microarray data analysis
- high throughput technologies
- expression patterns
- binding sites
- prior information
- differential expression
- differentially expressed genes
- molecular biology
- microarray datasets
- feature selection
- high dimensional data
- transcription factors
- biological knowledge
- data points
- cancer classification
- low dimensional