An integrative approach for causal gene identification and gene regulatory pathway inference.
Zhidong TuLi WangMichelle N. ArbeitmanTing ChenFengzhu SunPublished in: ISMB (Supplement of Bioinformatics) (2006)
Keyphrases
- gene regulatory
- regulatory networks
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- gene regulation
- bayesian networks
- systems biology
- gene function
- gene expression data
- gene expression
- microarray
- signaling pathways
- network model
- reverse engineering
- saccharomyces cerevisiae
- biological systems
- biomedical literature
- transcription factors
- gene networks
- microarray data
- gene ontology
- structure learning
- prior information
- biological knowledge
- computational biology
- causal models
- high dimensional data