Implementation of machine learning algorithms to create diabetic patient re-admission profiles.
Mohamed AlloghaniAhmed J. AljaafAbir HussainThar BakerJamila MustafinaDhiya Al-JumeilyMohammed KhalafPublished in: BMC Medical Informatics Decis. Mak. (2019)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- predictive accuracy
- machine learning methods
- random forests
- learning problems
- diabetic patients
- machine learning approaches
- intensive care
- learning tasks
- machine learning models
- statistical machine learning
- standard machine learning algorithms
- emergency department
- machine learning systems
- transfer learning
- general purpose
- reinforcement learning
- patient data
- input features
- medical data
- learning models
- artificial neural networks
- diabetes mellitus
- blood glucose
- neural network