ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies.
Giacomo CapponMartina VettorettiGiovanni SparacinoSimone Del FaveroAndrea FacchinettiPublished in: IEEE Trans. Biomed. Eng. (2023)
Keyphrases
- experimental data
- data sets
- prior knowledge
- synthetic data
- input data
- formal model
- probabilistic model
- probability distribution
- network structure
- data collection
- data processing
- computational model
- test data
- statistical methods
- raw data
- data quality
- database
- learning models
- empirical data
- measured data
- high dimensional data
- statistical analysis
- data mining techniques
- data sources
- spatial data
- image data
- data points
- data analysis
- high level
- e learning
- predictive model
- learning algorithm