Using machine learning to discover traumatic brain injury patient phenotypes: national concussion surveillance system Pilot.
Dana WaltzmanJill DaughertyAlexis PetersonAngela Lumba-BrownPublished in: Brain injury (2024)
Machine learning can be used to classify patients into unique TBI phenotypes. Further research might examine the utility of such classifications in supporting clinical diagnosis and patient recovery for this complex health condition.
Keyphrases
- traumatic brain injury
- machine learning
- end stage renal disease
- public health
- case report
- healthcare
- ejection fraction
- newly diagnosed
- chronic kidney disease
- peritoneal dialysis
- prognostic factors
- mild traumatic brain injury
- study protocol
- quality improvement
- clinical trial
- patient reported outcomes
- health information