Using Protein-Protein Interactions for Refining Gene Networks Estimated from Microarray Data by Bayesian Networks.
Naoki NariaiSunYong KimSeiya ImotoSatoru MiyanoPublished in: Pacific Symposium on Biocomputing (2004)
Keyphrases
- gene networks
- microarray data
- protein protein interactions
- biological data
- bayesian networks
- microarray
- gene ontology
- high throughput
- systems biology
- gene expression
- biological processes
- protein interaction
- gene expression data
- genomic data
- molecular biology
- biological networks
- functional modules
- computational methods
- gene regulatory networks
- biomedical literature
- gene selection
- feature selection
- cluster analysis
- high dimensional
- protein complexes
- data sets
- high precision
- computational approaches
- protein interaction networks
- network topology
- gene expression profiles
- microarray datasets
- probabilistic model
- conditional independence
- graphical models
- structural properties
- network analysis
- databases