An integrated optimization and machine learning approach to predict the admission status of emergency patients.
Abdulaziz AhmedOmar AshourHaneen AliMohammad FirouzPublished in: Expert Syst. Appl. (2022)
Keyphrases
- emergency department
- machine learning
- optimization problems
- vital signs
- machine learning methods
- constrained optimization
- computer science
- computer vision
- optimization algorithm
- global optimization
- optimization process
- pattern recognition
- decision making
- medical care
- management system
- information extraction
- learning algorithm
- knowledge acquisition
- decision support
- information systems
- learning tasks
- explanation based learning
- clinical data
- genetic algorithm
- inductive learning
- logistics distribution
- information sharing
- learning systems
- text classification
- data mining
- computational intelligence
- text mining
- natural language processing
- supervised learning
- active learning
- data analysis
- objective function
- decision trees