Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning.
Nosa AikodonSandra Ortega-MartorellIván OlierPublished in: Algorithms (2024)
Keyphrases
- intensive care unit
- high risk
- machine learning
- intensive care units
- decision support system
- intensive care
- medical staff
- risk factors
- blood pressure
- cardiac surgery
- patient monitoring
- risk management
- medical data
- machine learning methods
- decision making
- inductive learning
- clinical data
- information extraction
- decision trees
- data mining
- risk assessment
- prostate cancer
- artificial intelligence
- feature selection
- patient data
- information systems
- medical knowledge
- knowledge acquisition
- machine learning algorithms
- data analysis