Causal inference on electronic health records to assess blood pressure treatment targets: An application of the parametric g formula.
Kipp W. JohnsonBenjamin S. GlicksbergRachel HodosKhader ShameerJoel T. DudleyPublished in: PSB (2018)
Keyphrases
- blood pressure
- causal inference
- electronic health records
- heart rate
- additive noise
- clinical data
- nonmonotonic reasoning
- abductive reasoning
- causal models
- discrete data
- clinical trials
- health data
- health care
- risk factors
- medical data
- medical records
- rare events
- health information
- information overload
- observational data
- databases
- information extraction
- association rules
- belief revision
- artificial intelligence