Universitât Bern

Eleni Daskalaki

Stavroula Mougiakakou

Peter Diem

The optimal insulin to be delivered by an insulin infusion pump is determined by using a reinforcement learning algorithm aiming to the personalized glucose regulation. The algorithm optimizes the daily basal insulin rate and insulin: carbohydrate ratio for each patient, on the basis of his/her measured glucose profile. The proposed algorithm is able to learn in real-time patient-specific characteristics captured in the daily glucose profile and provide individualized insulin treatment. An automatic and personalized tuning method contributes in the optimisation of the algorithm's performance.

Growing community of inventors

Neuchâtel, Switzerland

Eleni Daskalaki