A Bayesian network for mammography.
Elizabeth S. BurnsideDaniel L. RubinRoss D. ShachterPublished in: AMIA (2000)
Keyphrases
- bayesian networks
- breast cancer
- computer aided
- probabilistic inference
- graphical models
- structural learning
- conditional probabilities
- probabilistic reasoning
- breast cancer diagnosis
- probability distribution
- digital mammograms
- early detection
- computer aided diagnosis
- breast cancer detection
- learning bayesian networks
- conditional independence
- structure learning
- bayesian network inference
- random variables
- inference in bayesian networks
- incomplete data
- bayesian network classifiers
- expert knowledge
- mammographic images
- bayesian network learning
- probabilistic networks
- decision problems
- uncertain knowledge
- x ray
- probabilistic model
- structure learning algorithm
- approximate inference
- database