Sensitivity and specificity of inferring genetic regulatory interactions from microarray experiments with dynamic Bayesian networks.
Dirk HusmeierPublished in: Bioinform. (2003)
Keyphrases
- microarray
- dynamic bayesian networks
- transcription factors
- gene expression
- biological knowledge
- gene expression data
- high throughput
- gene regulatory networks
- bayesian networks
- gene regulation
- microarray data
- particle filtering
- gene networks
- approximate inference
- high dimensionality
- structure learning
- gene ontology
- gene selection
- regulatory networks
- gene expression profiles
- state variables
- systems biology
- human genome
- differentially expressed genes
- data sets
- genome wide
- kalman filter
- high dimensional