Forecasting of Glucose Levels and Hypoglycemic Events: Head-to-Head Comparison of Linear and Nonlinear Data-Driven Algorithms Based on Continuous Glucose Monitoring Data Only.
Francesco PrendinSimone Del FaveroMartina VettorettiGiovanni SparacinoAndrea FacchinettiPublished in: Sensors (2021)
Keyphrases
- data driven
- data sets
- data structure
- discrete data
- database
- data mining algorithms
- real time
- missing data
- statistical analysis
- raw data
- data collection
- data mining techniques
- input data
- learning algorithm
- data processing
- long term
- data points
- data reduction
- data analysis
- temporal data
- computational complexity
- training data
- data quality
- noisy data
- monitoring system
- short term
- neural network
- high dimensional data
- bayesian networks