Model-Based Clustering of Longitudinal Data: Application to Modeling Disease Course and Gene Expression Trajectories.
Antonio CiampiHarlan CampbellAlina DyachenkoB. RichJ. McCuskerM. G. ColePublished in: Commun. Stat. Simul. Comput. (2012)
Keyphrases
- gene expression
- microarray
- model based clustering
- gene expression data
- functional genomics
- differentially expressed genes
- microarray data
- biological processes
- dna microarray
- gene interactions
- gene expression patterns
- gene expression profiles
- binding sites
- hierarchical clustering
- regulatory networks
- gene expression analysis
- mixture model
- expectation maximization
- machine learning