FEPI-MB: identifying SNPs-disease association using a Markov Blanket-based approach.
Bing HanXue-wen ChenZohreh TalebizadehPublished in: BMC Bioinform. (2011)
Keyphrases
- complex diseases
- markov blanket
- genome wide association studies
- genome wide
- bayesian networks
- single nucleotide polymorphisms
- variable selection
- structure learning
- linkage disequilibrium
- approximate inference
- feature selection
- conditional independence
- causal discovery
- causal graph
- probabilistic graphical models
- human genome
- high throughput
- graphical models
- continuous variables
- probabilistic inference
- bayesian network classifiers