Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep.
Fotios S. KonstantakopoulosDaphne N. KatsarouEleni I. GeorgaMaria ChristouStelios TigasDimitrios I. FotiadisPublished in: BIBE (2023)
Keyphrases
- diabetes mellitus
- blood glucose
- diabetic patients
- risk factors
- clustering method
- clustering algorithm
- data mining tasks
- neural gas
- blood pressure
- chronic hepatitis
- cluster analysis
- k means
- unsupervised learning
- obstructive sleep apnea
- self organizing maps
- information systems
- multivariate time series
- knowledge discovery
- decision making
- machine learning