Detecting SNPs-disease associations using Bayesian networks.
Bing HanXue-wen ChenPublished in: BIBM (2010)
Keyphrases
- genome wide association studies
- bayesian networks
- complex diseases
- genetic variation
- genome wide
- biological data
- high throughput
- learning bayesian networks
- single nucleotide polymorphisms
- gene gene interactions
- copy number
- human genome
- conditional independence
- sequence data
- probability distribution
- conditional probabilities
- probabilistic reasoning
- expert knowledge
- inference in bayesian networks
- probabilistic inference
- association studies
- structure learning
- linkage disequilibrium
- data mining
- incomplete data
- dna sequences
- probabilistic model
- feature selection