MyTreat - A Mobile Platform for Personalization of Insulin Delivery based on a Patch Pump and a Reinforcement Learning Algorithm

• Forschungsstelle: INNOSUISSE
• Projektnummer: 18172.1 PFLS-LS
• Projekttitel Englisch: MyTreat - A Mobile Platform for Personalization of Insulin Delivery based on a Patch Pump and a Reinforcement Learning Algorithm

Kurzbeschreibung (Deutsch)

MyTreat - A Mobile Platform for Personalization of Insulin Delivery based on a Patch Pump and a Reinforcement Learning Algorithm

Kurzbeschreibung (Englisch)

MyTreat - A Mobile Platform for Personalization of Insulin Delivery based on a Patch Pump and a Reinforcement Learning Algorithm

Abstract (Deutsch)

The aim of the project is to further develop a control algorithm for the personalized delivery of insulin for diabetic patients and to integrate it with a highly accurate pump into a closed loop system. Specifically, a novel reinforcement based algorithm able to personalize the insulin dose to be infused by a patch pump based on glucose data will be optimized and evaluated. The algorithm will run on the wireless portable device that is used for the programming of the pump.

Abstract (Englisch)