Using similarity measures for medical event sequences to predict mortality in trauma patients.
Joel FredricksonMichael ManninoOmar AlqahtaniFarnoush Banaei KashaniPublished in: Decis. Support Syst. (2019)
Keyphrases
- event sequences
- intensive care
- patient outcomes
- vital signs
- septic shock
- similarity measure
- patient data
- medical data
- intensive care units
- early diagnosis
- medical center
- traumatic brain injury
- medical treatment
- medical care
- intensive care unit
- prognostic models
- medical doctors
- patient records
- medical experts
- medical records
- electronic patient record
- medical devices
- medical practice
- health care
- cardiovascular disease
- patient care
- medical knowledge
- clinical data
- medical practitioners
- risk factors
- medical diagnosis
- monitoring system
- patient groups
- data mining
- intraoperative
- temporal patterns
- polynomial delay
- event types
- medical images
- heart rate