Building Semantic Causal Models to Predict Treatment Adherence for Tuberculosis Patients in Sub-Saharan Africa.
Olukunle A. OgundeleDeshendran MoodleyChristopher J. SeebregtsAnban W. PillayPublished in: FHIES/SEHC (2014)
Keyphrases
- causal models
- causal discovery
- medical treatment
- causal relationships
- medical care
- causal relations
- structural model
- clinical information
- conditional independence
- causal reasoning
- structural equation models
- clinical diagnosis
- clinical studies
- medical doctors
- developing countries
- real patient data
- causal structure
- ischemic stroke
- tractable cases
- therapy planning
- acute myocardial infarction
- disease progression
- causal inference
- cancer patients
- chronic disease
- causal graph
- clinical data
- electronic medical record
- clinically relevant
- bayesian networks
- clinical trials
- domain independent
- medical images
- medical practitioners
- domain specific
- knowledge discovery