A Latent Variable Approach for Meta-Analysis of Gene Expression Data from Multiple Microarray Experiments.
Hyungwon ChoiRonglai ShenArul M. ChinnaiyanDebashis GhoshPublished in: BMC Bioinform. (2007)
Keyphrases
- microarray
- gene expression data
- analysis of gene expression data
- gene expression analysis
- latent variables
- gene expression data analysis
- gene expression
- high throughput
- microarray data
- gene selection
- expression patterns
- experimental conditions
- high dimensionality
- molecular biology
- probabilistic model
- gene networks
- cancer classification
- gene expression profiles
- gene regulatory networks
- dna microarray
- biological processes
- topic models
- cluster ensemble
- regulatory networks
- gene ontology
- clustering analysis
- feature extraction
- high dimensional data
- nearest neighbor
- prior knowledge