Glycaemic variability-based classification of impaired glucose tolerance vs. type 2 diabetes using continuous glucose monitoring data.
Enrico LongatoGiada AcciaroliAndrea FacchinettiLiisa HakasteTuomi TiinamaijaAlberto MaranGiovanni SparacinoPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- data sets
- data structure
- data processing
- data analysis
- image data
- data collection
- decision trees
- training data
- supervised learning
- classification accuracy
- input data
- data points
- raw data
- pattern recognition
- database
- blood glucose
- classification method
- monitoring system
- data quality
- missing data
- training samples
- semi supervised
- support vector machine
- data sources
- training set
- machine learning