Machine Learning-Based Predictors for ICU Admission of COVID-19 Patients.
Nagham AlhawasSerkan KartalPublished in: SmartCity360° (2021)
Keyphrases
- intensive care
- machine learning
- intensive care units
- intensive care unit
- clinical data
- classification trees
- patient data
- emergency department
- decision support
- decision support system
- machine learning methods
- health care
- machine learning algorithms
- learning tasks
- natural language processing
- blood pressure
- prognostic models
- learning algorithm
- medical data
- decision trees
- text classification
- medical center
- information extraction
- knowledge discovery
- data mining
- pattern recognition
- cardiac surgery
- patient records
- knowledge acquisition
- explanation based learning
- data analysis
- inductive learning
- medical staff
- model selection
- neurological disorders
- admission control
- medical records
- high risk
- machine learning approaches
- end to end
- quality of service
- learning systems
- computer science
- reinforcement learning
- feature selection