Real-time Online Probabilistic Medical Computation using Bayesian Networks.
Scott McLachlanHaydn PatersonKudakwashe DubeEvangelia KyrimiEugene DementievMartin NeilBridget J. DaleyGraham A. HitmanNorman E. FentonPublished in: ICHI (2020)
Keyphrases
- bayesian networks
- real time
- probabilistic model
- probabilistic reasoning
- probability distribution
- conditional probabilities
- conditional independence
- structure learning
- online learning
- vision system
- inference in bayesian networks
- graphical models
- low cost
- probabilistic knowledge
- learning bayesian networks
- medical devices
- medical domain
- real time systems
- cost based abduction
- incomplete data
- probabilistic inference
- random variables
- hidden variables
- medical diagnosis
- posterior probability
- markov networks
- bayesian belief networks
- probabilistic modeling
- stochastic context free grammars
- variable elimination
- probabilistic relational models
- data streams