SourceSet: A graphical model approach to identify primary genes in perturbed biological pathways.
Elisa SalviatoVera DjordjilovicMonica ChiognaChiara RomualdiPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- graphical models
- biological pathways
- belief propagation
- gene ontology
- random variables
- probabilistic inference
- biological processes
- probabilistic model
- probabilistic graphical models
- scientific data
- metabolic pathways
- approximate inference
- bayesian networks
- markov networks
- protein protein interactions
- conditional random fields
- structure learning
- factor graphs
- conditional independence
- conditional dependencies
- gene expression
- human body
- data analysis
- feature selection