Natural language processing diagnosed behavioral disturbance vs confusion assessment method for the intensive care unit: prevalence, patient characteristics, overlap, and association with treatment and outcome.
Marcus YoungNatasha HolmesKartik KishoreNada MarhoonSobia AmjadAry Serpa-NetoRinaldo BellomoPublished in: Intensive care medicine (2022)
More patients were NLP-Dx-BD positive than CAM-ICU positive. NLP-Dx-BD and CAM-ICU assessment describe partly overlapping populations. However, NLP-Dx-BD identifies more patients likely to receive antipsychotic medications. In the absence of NLP-Dx-BD, treatment with antipsychotic medications is rare.
Keyphrases
- end stage renal disease
- newly diagnosed
- ejection fraction
- chronic kidney disease
- intensive care unit
- peritoneal dialysis
- autism spectrum disorder
- gene expression
- risk factors
- case report
- mechanical ventilation
- genome wide
- patient reported outcomes
- acute respiratory distress syndrome
- extracorporeal membrane oxygenation
- patient reported