Bayesian Data Fusion of Gene Expression and Histone Modification Profiles for Inference of Gene Regulatory Network.
Haifen ChenD. A. K. MadurangaPiyushkumar A. MundraJie ZhengPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- data fusion
- gene expression
- gene regulatory networks
- gene expression data
- gene regulation
- gene interactions
- bayesian inference
- microarray
- regulatory networks
- bayesian networks
- biological processes
- dynamic bayesian networks
- gene networks
- microarray data
- gene expression patterns
- saccharomyces cerevisiae
- systems biology
- probabilistic inference
- biological networks
- structure learning
- gene expression profiles
- probabilistic model
- transcriptional regulation
- biological data
- prior information
- network model
- interaction networks
- markov networks
- data sets
- reverse engineering
- posterior probability
- high throughput
- databases
- binding sites
- high dimensionality
- graphical models