Detection of gene copy number changes in CGH microarrays using a spatially correlated mixture model.
Philippe BroëtSylvia RichardsonPublished in: Bioinform. (2006)
Keyphrases
- mixture model
- spatially correlated
- microarray
- gene expression
- em algorithm
- probabilistic model
- generative model
- copy number
- gene expression data
- expectation maximization
- gene ontology
- maximum likelihood
- microarray data
- model selection
- high throughput
- language model
- biological processes
- microarray datasets
- high dimensionality
- unsupervised learning
- single nucleotide polymorphisms
- feature selection
- depth map