Development of an algorithm to identify inpatient opioid-related overdoses and oversedation using electronic data.
Carla A GreenBrian L HazlehurstJohn BrandesDaniel S SappShannon L JanoffPaul M CoplanAngela DeVeaugh-GeissPublished in: Pharmacoepidemiology and drug safety (2019)
Algorithm performance was reasonable for identifying inpatient overdose/oversedation with best performance among elective surgery patients.
Keyphrases
- end stage renal disease
- machine learning
- newly diagnosed
- palliative care
- deep learning
- ejection fraction
- mental health
- minimally invasive
- chronic kidney disease
- peritoneal dialysis
- chronic pain
- prognostic factors
- coronary artery bypass
- acute care
- big data
- coronary artery disease
- patient reported outcomes
- artificial intelligence