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A review of personalized blood glucose prediction strategies for T1DM patients
This paper presents a methodological review of models for predicting blood glucose (BG)
concentration, risks and BG events. The surveyed models are classified into three …
concentration, risks and BG events. The surveyed models are classified into three …
Blood Glucose Prediction from Nutrition Analytics in Type 1 Diabetes: A Review
Introduction: Type 1 Diabetes (T1D) affects over 9 million worldwide and necessitates
meticulous self-management for blood glucose (BG) control. Utilizing BG prediction …
meticulous self-management for blood glucose (BG) control. Utilizing BG prediction …
Control-oriented model with intra-patient variations for an artificial pancreas
In this work, a low-order model designed for glucose regulation in Type 1 Diabetes Mellitus
(T1DM) is obtained from the UVA/Padova metabolic simulator. It captures not only the …
(T1DM) is obtained from the UVA/Padova metabolic simulator. It captures not only the …
PI/PID controller stabilizing sets of uncertain nonlinear systems: an efficient surrogate model-based approach
Closed forms of stabilizing sets are generally only available for linearized systems. An
innovative numerical strategy to estimate stabilizing sets of PI or PID controllers tackling …
innovative numerical strategy to estimate stabilizing sets of PI or PID controllers tackling …
Real-time estimation of plasma insulin concentration from continuous glucose monitor measurements
Continuous glucose monitors can measure interstitial glucose concentration in real time for
closed-loop glucose control systems, known as artificial pancreas. These control systems …
closed-loop glucose control systems, known as artificial pancreas. These control systems …
Invalidation and low-order model set for artificial pancreas robust control design
The purpose of this work is to compute a linear parameter-varying (LPV) model set that
describes the insulin-glucose dynamics in type 1 diabetes (T1D). This set includes a …
describes the insulin-glucose dynamics in type 1 diabetes (T1D). This set includes a …
Optimization of insulin pump therapy based on high order run-to-run control scheme
Background and objectives Continuous subcutaneous insulin infusion (CSII) pump is widely
considered a convenience and promising way for type 1 diabetes mellitus (T1DM) subjects …
considered a convenience and promising way for type 1 diabetes mellitus (T1DM) subjects …
Experimental blood glucose interval identification of patients with type 1 diabetes
Many problems are confronted when characterizing a type 1 diabetic patient such as model
mismatches, noisy inputs, measurement errors and huge variability in the glucose profiles. In …
mismatches, noisy inputs, measurement errors and huge variability in the glucose profiles. In …
Intra-patient dynamic variations in type 1 diabetes: A review
Research on the development of a closed-loop artificial pancreas for automatically
regulating the Blood Glucose (BG) level in Type 1 Diabetes Mellitus (T1DM) patients has …
regulating the Blood Glucose (BG) level in Type 1 Diabetes Mellitus (T1DM) patients has …
Physiology-based interval models: a framework for glucose prediction under intra-patient variability
In recent years interval models, ie, models with interval parameters, have been proposed in
literature introducing new methodological approaches for glucose prediction. In this paper, a …
literature introducing new methodological approaches for glucose prediction. In this paper, a …