Hybrid Digital Twin Framework for Personalized Diabetes Management Using Mathematical Modelling and Machine Learning
A digital twin (DT)-based insulin dosage simulator with an individual’s metabolic system is proposed for personalized diabetes management and decision support for clinicians and shows improved glucose prediction accuracy, enhanced detection of hypoglycemia risk, and optimized insulin dosing strategies compared with tra...