Statistical Relational Learning to Predict Primary Myocardial Infarction from Electronic Health Records.
Jeremy C. WeissSriraam NatarajanPeggy L. PeissigCatherine A. McCartyDavid PagePublished in: IAAI (2012)
Keyphrases
- statistical relational learning
- electronic health records
- myocardial infarction
- inductive logic programming
- clinical data
- relational learning
- relational data
- probabilistic logic
- medical data
- graphical models
- social network analysis
- clinical trials
- markov logic networks
- health care
- magnetic resonance images
- medical records
- left ventricular
- bayesian networks
- background knowledge
- expert systems
- multi relational
- markov networks
- domain knowledge
- probabilistic reasoning
- structure learning
- health information
- active learning
- data model
- decision support system