The scientific diagnosis and treatment of patients with diabetes require frequent blood
glucose testing and insulin delivery to normoglycemia. Therefore, an artificial pancreas with …

External insulin administration is an effective way for patients with diabetes mellitus to
regulate their blood glucose. Multiple daily injections (MDIs), sensor-augmented pump …

Artificial intelligence (AI) algorithms can provide actionable insights for clinical decision-
making and managing chronic diseases. The treatment and management of complex …

Background and objective Diabetes mellitus manifests as prolonged elevated blood glucose
levels resulting from impaired insulin production. Such high glucose levels over a long …

This work considers the problem of adaptive prior-informed model predictive control (MPC)
formulations that explicitly incorporate prior knowledge in the model development and is …

People with diabetes must carefully monitor their blood glucose levels, especially after
eating. Blood glucose management requires a proper combination of food intake and insulin …

The partial least squares (PLS) algorithm is a commonly used key performance indicator
(KPI)-related performance monitoring method. To address nonlinear features in the process …

Establishing relations between variables and real-time prediction of quality variables or
other key indicators are critical for dynamic processes including industrial and biological …

For people with Type 1 Diabetes Mellitus (T1DM), engaging in physical activities (PA)
presents unique challenges. The aim of this thesis was to improve the prediction of blood …

Background and objectives Complete identification of the glucose dynamics for a patient
generally requires prior clinical procedures and several measurements for the patient …