This form of reinforcement learning was also shown to correct for control scenarios like irregular meal timing and compression errors. Offline reinforcement learning (RL) in hybrid closed-loop systems ...

People with type 1 diabetes require continuous insulin treatment and must regularly measure their glucose levels. With open-loop therapies, insulin administration is manually controlled, while hybrid ...

People with type 1 diabetes require continuous insulin treatment and must regularly measure their glucose levels. With open-loop therapies*, insulin administration is manually controlled, while hybrid ...

Closed-loop control systems of insulin delivery may improve glycemic outcomes in young children with type 1 diabetes. The efficacy and safety of initiating a closed-loop system virtually are unclear.

The long-term goal of a fully automated insulin delivery (AID) system that operates without user input to maintain glucose levels within target range remains a future aspiration and may never be fully ...

Hybrid closed-loop systems are increasingly gaining recognition as a gold-standard option for diabetes management, and medtech makers are jumping at the opportunity to add their own artificial ...