Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines.
Szymon WilkAdi FuxMartin MichalowskiMor PelegPnina SofferPublished in: AIME (2017)
Keyphrases
- constraint logic programming
- decision models
- clinical guidelines
- temporal constraints
- constraint solving
- decision model
- free text
- decision theoretic
- influence diagrams
- temporal reasoning
- constraint propagation
- clinical trials
- model construction
- answer set programming
- logic programming
- constraint programming
- model checking
- learning algorithm
- formal representation
- patient data
- expected utility
- probabilistic reasoning
- medical knowledge
- clinical practice
- temporal aspects
- specification language
- qualitative and quantitative
- decision making
- ontology driven
- information extraction
- global constraints
- semi automatic
- constraint satisfaction problems
- knowledge representation
- probabilistic inference
- lower bound
- data mining
- decision makers