A Model-Free Approach to Automatic Dose Guidance in Long Acting Insulin Treatment of Type 2 Diabetes.
Dinesh KrishnamoorthyDimitri BoirouxTinna Björk AradóttirSarah Ellinor EngellJohn Bagterp JørgensenPublished in: IEEE Control. Syst. Lett. (2021)
Keyphrases
- model free
- diabetes mellitus
- diabetic patients
- reinforcement learning
- radiation therapy
- reinforcement learning algorithms
- function approximation
- temporal difference
- blood glucose
- policy iteration
- small animal
- average reward
- pattern recognition
- ionizing radiation
- medical data
- health care
- data mining
- medical images
- disease progression
- policy evaluation
- least squares