Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous
Decentralized Federated Learning Approach
Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous
Decentralized Federated Learning Approach
Newly diagnosed Type 1 Diabetes (T1D) patients often struggle to obtain effective Blood Glucose (BG) prediction models due to the lack of sufficient BG data from Continuous Glucose Monitoring (CGM), presenting a significant "cold start" problem in patient care. Utilizing population models to address this challenge is a potential solution, …