Comparative analysis of the performance of four learning models for predicting blood glucose levels in type 1 diabetic patients based on blood glucose measurements.
Loubna MazgoutiNajiba El Amrani El IdrissiPublished in: WINCOM (2023)
Keyphrases
- blood glucose
- comparative analysis
- diabetic patients
- learning models
- diabetes mellitus
- machine learning
- learning algorithm
- loss function
- blood pressure
- machine learning algorithms
- semi supervised learning
- learning tasks
- conditional random fields
- classification models
- learning problems
- short term and long term
- decision making
- microarray
- text mining
- long term
- risk factors
- pairwise
- decision trees