Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU.
Md. Osman GaniShravan KethireddyMarvi BikakPaul M. GriffinMohammad AdibuzzamanPublished in: CoRR (2020)
Keyphrases
- causal models
- expert knowledge
- structural model
- intensive care unit
- domain experts
- diagnostic problem solving
- knowledge based systems
- clinical data
- knowledge base
- human experts
- knowledge acquisition
- knowledge management
- domain knowledge
- causal discovery
- expert systems
- raw data
- causal relationships
- conditional independence