Predicting hospitalization of pediatric asthma patients in emergency departments using machine learning.
Marion R. SillsMustafa OzkaynakHoon JangPublished in: Int. J. Medical Informatics (2021)
Keyphrases
- emergency department
- machine learning
- chronic disease
- clinical data
- vital signs
- medical care
- learning algorithm
- artificial intelligence
- clinical decision support systems
- data mining
- pattern recognition
- disease outbreaks
- text mining
- feature selection
- computer vision
- high risk
- machine learning methods
- decision support
- machine learning algorithms
- knowledge acquisition
- medical data
- health care
- text classification
- decision support system
- natural language processing
- management system
- support vector machine
- decision making
- explanation based learning
- patient data
- information extraction
- knowledge discovery
- health status
- knowledge representation
- information systems
- healthy controls