A review of personalized blood glucose prediction strategies for T1DM patients

S Oviedo, J Vehí, R Calm… - International journal for …, 2017 - Wiley Online Library
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 …

Blood Glucose Prediction from Nutrition Analytics in Type 1 Diabetes: A Review

N Lubasinski, H Thabit, PW Nutter, S Harper - Nutrients, 2024 - pmc.ncbi.nlm.nih.gov
Introduction: Type 1 Diabetes (T1D) affects over 9 million worldwide and necessitates
meticulous self-management for blood glucose (BG) control. Utilizing BG prediction …

Control-oriented model with intra-patient variations for an artificial pancreas

M Moscoso-Vasquez, P Colmegna… - IEEE journal of …, 2020 - ieeexplore.ieee.org
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 …

PI/PID controller stabilizing sets of uncertain nonlinear systems: an efficient surrogate model-based approach

JH Urrea-Quintero, JN Fuhg, M Marino, A Fau - Nonlinear Dynamics, 2021 - Springer
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 …

Real-time estimation of plasma insulin concentration from continuous glucose monitor measurements

D de Pereda, S Romero-Vivo, B Ricarte… - Computer methods in …, 2016 - Taylor & Francis
Continuous glucose monitors can measure interstitial glucose concentration in real time for
closed-loop glucose control systems, known as artificial pancreas. These control systems …

Invalidation and low-order model set for artificial pancreas robust control design

FD Bianchi, M Moscoso-Vásquez, P Colmegna… - Journal of Process …, 2019 - Elsevier
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 …

Optimization of insulin pump therapy based on high order run-to-run control scheme

J Tuo, H Sun, D Shen, H Wang, Y Wang - Computer methods and programs …, 2015 - Elsevier
Background and objectives Continuous subcutaneous insulin infusion (CSII) pump is widely
considered a convenience and promising way for type 1 diabetes mellitus (T1DM) subjects …

Experimental blood glucose interval identification of patients with type 1 diabetes

AJ Laguna, P Rossetti, FJ Ampudia-Blasco… - Journal of Process …, 2014 - Elsevier
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 …

Intra-patient dynamic variations in type 1 diabetes: A review

M Moscoso-Vasquez, P Colmegna… - … IEEE Conference on …, 2016 - ieeexplore.ieee.org
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 …

Physiology-based interval models: a framework for glucose prediction under intra-patient variability

J Bondia, J Vehi - Prediction Methods for Blood Glucose Concentration …, 2016 - Springer
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 …