A Comparative Machine Learning Modelling Approach for Patients' Mortality Prediction in Hospital Intensive Care Unit.
Mahmoud AldraimliNodira NazyrovaAbdumalik DjumanovIkboljon SobirovThierry J. ChaussaletPublished in: BioInfoMed (2020)
Keyphrases
- intensive care unit
- prognostic models
- machine learning
- intensive care
- intensive care units
- decision support system
- high risk
- patient monitoring
- blood pressure
- survival analysis
- medical staff
- medical data
- clinical data
- cardiac surgery
- machine learning methods
- learning algorithm
- health care
- data mining
- artificial intelligence
- inductive learning
- knowledge discovery
- knowledge acquisition
- predictive modeling
- risk factors
- logistic regression
- medical knowledge
- statistical analysis
- machine learning algorithms
- data analysis
- decision trees
- patient data
- data sets
- heart rate
- classification trees