Machine learning prediction of severity and duration of hypoglycemic events in type 1 diabetes patients.
Annie WuEashan SinghIvy ZhangAnika BilalAnna CasuRichard PratleyPublished in: FLAIRS (2024)
Keyphrases
- machine learning
- medical data
- high risk
- prediction accuracy
- blood glucose
- diabetic patients
- event detection
- health care
- chronic disease
- diabetes mellitus
- medical knowledge
- sleep apnea
- cardiovascular disease
- knowledge acquisition
- information extraction
- data mining
- machine learning methods
- health care providers
- primary care
- data analysis
- active learning
- knowledge discovery
- prediction model
- blood pressure
- predictive modeling
- support vector machine
- early diagnosis
- event sequences
- decision trees
- natural language processing
- healthy controls
- learning algorithm
- prediction error