A Comparison of Machine Learning Algorithms in Blood Glucose Prediction for People with Type 1 Diabetes.
Yiyang WangPublished in: ISAIMS (2021)
Keyphrases
- machine learning algorithms
- blood glucose
- diabetic patients
- benchmark data sets
- diabetes mellitus
- machine learning
- learning algorithm
- blood pressure
- machine learning methods
- predictive accuracy
- decision trees
- prediction accuracy
- learning problems
- random forests
- machine learning approaches
- learning tasks
- machine learning models
- standard machine learning algorithms
- machine learning and data mining algorithms
- heart rate
- input features
- risk factors
- medical data
- statistical machine learning
- learning models
- data sets
- patient specific
- machine learning systems
- prediction model
- short term and long term
- support vector machine
- information systems