Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach.
Pedro Pereira RodriguesDaniela Ferreira SantosAna SilvaJorge PolóniaInês Ribeiro-VazPublished in: AIME (2017)
Keyphrases
- adverse drug reaction
- bayesian networks
- causal relationships
- student modeling
- learning bayesian networks
- causal relations
- conditional probabilities
- probabilistic inference
- causal models
- incomplete data
- graphical models
- quality assessment
- conditional independence
- diagnostic reasoning
- structural learning
- bayesian network inference
- bayesian network structure
- adverse drug reactions
- assessment process
- causal discovery
- data mining
- dynamic bayesian networks
- probabilistic reasoning
- structure learning
- approximate inference
- student model
- medical diagnosis
- efficient implementation
- naive bayes
- probabilistic model
- case study
- decision making