A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis.
Sandra ZilkerSven WeinzierlMathias KrausPatrick ZschechMartin MatznerPublished in: CoRR (2024)
Keyphrases
- intensive care
- intensive care unit
- intensive care units
- clinical data
- emergency department
- cognitive impairment
- patient data
- medical doctors
- health care
- decision support system
- initial stage
- medical staff
- decision support
- medical data
- blood pressure
- clinical trials
- clinical information
- older adults
- medical treatment
- patient groups
- diabetic patients
- vital signs
- clinical setting
- primary care
- monitoring system
- medical devices
- heart rate
- high risk
- medical care
- medical center
- medical knowledge
- real patient data
- neurological disorders
- x ray