A Bayesian Network-based approach for discovering oral cancer candidate biomarkers.
Konstantina KourouKonstantinos P. ExarchosCostas PapaloukasDimitrios I. FotiadisPublished in: EMBC (2015)
Keyphrases
- bayesian networks
- breast cancer
- ovarian cancer
- gene expression profiles
- cancer datasets
- early detection
- learning bayesian networks
- disease progression
- probabilistic inference
- incomplete data
- structural learning
- diagnostic reasoning
- inference in bayesian networks
- graphical models
- gastric cancer
- probabilistic reasoning
- biomarker discovery
- probability distribution
- cancer cells
- parameter learning
- cancer classification
- gene sets
- data mining
- conditional independence
- gene selection
- influence diagrams
- microarray
- naive bayes
- decision trees