Using machine learning in prediction of ICU admission, mortality, and length of stay in the early stage of admission of COVID-19 patients.
Sara SaadatmandKhodakaram SalimifardReza MohammadiAlex KuiperMaryam MarzbanAkram FarhadiPublished in: Ann. Oper. Res. (2023)
Keyphrases
- intensive care
- early stage
- prognostic models
- intensive care units
- septic shock
- intensive care unit
- machine learning
- patient data
- early diagnosis
- decision support
- health care
- decision support system
- clinical data
- emergency department
- machine learning algorithms
- prediction accuracy
- knowledge acquisition
- decision trees
- classification trees
- information extraction
- feature selection
- computational intelligence
- learning algorithm
- expert systems
- data mining
- high risk
- medical data
- inductive learning