Prediction of COVID-19 Mortality in the Intensive Care Unit Using Machine Learning.
Aikaterini SakagianniChristina KoufopoulouVassilios S. VerykiosEvangelos LoupelisDimitrios KallesGeorgios FeretzakisPublished in: MIE (2023)
Keyphrases
- intensive care unit
- machine learning
- prognostic models
- intensive care
- decision support system
- survival analysis
- intensive care units
- high risk
- prediction accuracy
- medical data
- data mining
- blood pressure
- prostate cancer
- risk factors
- clinical data
- data analysis
- decision trees
- machine learning algorithms
- health care
- cardiac surgery
- machine learning methods
- knowledge acquisition
- information extraction
- feature selection
- logistic regression
- patient data
- heart rate
- predictive modeling
- knowledge management
- artificial intelligence
- inductive logic programming
- decision support
- medical knowledge
- management system
- knowledge discovery