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 …

Modal interval analysis

MA Sainz, J Armengol, R Calm, P Herrero… - New Tools for Numerical …, 2014 - Springer
The basic idea of Interval Mathematics is that ordinary set-theoretical intervals IR/provide a
consistent support for numerical computing. The set-theoretical form of Interval Analysis has …

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 …

Accelerated absorption of regular insulin administered via a vascularizing permeable microchamber implanted subcutaneously in diabetic Rattus norvegicus

LV Steyn, D Drew, D Vlachos, B Huey, K Cocchi… - Plos one, 2023 - journals.plos.org
In Type 1 diabetes patients, even ultra-rapid acting insulins injected subcutaneously reach
peak concentrations in 45 minutes or longer. The lag time between dosing and peak …

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 …

Interval Safety Layer Coupled With an Impulsive MPC for Artificial Pancreas to Handle Intrapatient Variability

MF Villa-Tamayo, M García-Jaramillo… - Frontiers in …, 2022 - frontiersin.org
The aim of control strategies for artificial pancreas systems is to calculate the insulin doses
required by a subject with type 1 diabetes to regulate blood glucose levels by reducing …

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 …

Artificial Intelligence and Machine Learning for Diabetes Decision Support

J Vehi, O Mujahid, I Contreras - Advanced Bioscience and Biosystems for …, 2022 - Springer
Artificially intelligent decision support systems are proving instrumental in the quest of
enabling diabetes patients to lead a normal life. These systems provide suggestions to the …

Robust set‐membership parameter estimation of the glucose minimal model

P Herrero, B Delaunay, L Jaulin… - … Journal of Adaptive …, 2016 - Wiley Online Library
The minimal model of glucose‐insulin dynamics is currently being used in several diabetes‐
related applications, such as investigating the glucose metabolism, and in the developments …

Modelado y Simulación de Tecnologías para el Tratamiento de la Diabetes

N Rosales - 2020 - sedici.unlp.edu.ar
En las últimas dos décadas hubo un gran crecimiento en la investigación y el desarrollo de
sistemas de Páncreas Artificial (PA). Estos sistemas, compuestos por un lazo de control …