A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories.
Mathias VerbekeVincent Van AschRoser MorantePaolo FrasconiWalter DaelemansLuc De RaedtPublished in: EMNLP-CoNLL (2012)
Keyphrases
- statistical relational learning
- evidence based medicine
- relational data
- relational learning
- inductive logic programming
- case based reasoning
- graphical models
- clinical data
- probabilistic logic
- multi relational
- probabilistic reasoning
- social network analysis
- bayesian networks
- information extraction
- xml documents
- decision makers
- domain experts
- background knowledge
- constraint satisfaction
- markov networks
- clinical decision support
- natural language