Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset.
Riddhiman AdibMd. Osman GaniSheikh Iqbal AhamedMohammad AdibuzzamanPublished in: CoRR (2022)
Keyphrases
- causal discovery
- clinical data
- electronic health records
- intensive care units
- intensive care unit
- causal models
- causal relationships
- medical data
- intensive care
- directed acyclic graph
- bayesian networks
- causal structure
- conditional independence
- patient data
- databases
- medical knowledge
- discovery process
- clinical trials
- markov blanket
- state space
- database
- classification accuracy
- reinforcement learning
- knowledge discovery
- raw data
- experimental data
- monitoring system