Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach.
Lyvia BiagiArthur BertachiMarga GiménezIgnacio CongetJorge BondiaJosep-Antoni Martín-FernándezJosep VehíPublished in: Sensors (2021)
Keyphrases
- blood glucose
- probabilistic model
- data analysis
- diabetic patients
- blood pressure
- diabetes mellitus
- bayesian networks
- high risk
- language model
- cardiovascular disease
- medical data
- data collection
- health care providers
- data mining
- health care
- chronic disease
- cluster analysis
- high dimensional data
- short term and long term
- primary care
- clinical data
- medical knowledge
- heart rate
- medical diagnosis
- decision support system
- machine learning