Multivariate hierarchical Bayesian model for differential gene expression analysis in microarray experiments.
Hongya ZhaoKwok-Leung ChanLee-Ming ChengHong YanPublished in: BMC Bioinform. (2008)
Keyphrases
- gene expression analysis
- microarray
- gene expression
- gene expression data
- high throughput
- microarray data
- gene expression data analysis
- gene expression profiling
- high dimensionality
- gene expression datasets
- gene clusters
- gene ontology
- experimental conditions
- gene networks
- gene selection
- microarray datasets
- topic models
- regulatory networks
- clustering analysis
- gene expression profiles
- data sets
- topic modeling
- generative model
- gene expression patterns
- genome wide
- transcription factors
- latent dirichlet allocation
- hierarchical clustering
- unsupervised learning
- high dimensional