Mixture models for assessing differential expression in complex tissues using microarray data.
Debashis GhoshPublished in: Bioinform. (2004)
Keyphrases
- microarray data
- mixture model
- gene expression
- microarray
- gene sets
- em algorithm
- gene expression data
- gene selection
- probabilistic model
- feature selection
- generative model
- expectation maximization
- data sets
- cluster analysis
- language model
- maximum likelihood
- model selection
- biological data
- unsupervised learning
- high throughput
- high dimensionality
- high dimensional
- machine learning
- statistical methods
- dimensionality reduction
- bayesian networks
- training data
- microarray datasets