Developing the UVA/Padova type 1 diabetes simulator: modeling, validation, refinements, and utility

C Cobelli, B Kovatchev - Journal of Diabetes Science and …, 2023 - journals.sagepub.com
Arguably, diabetes mellitus is one of the best quantified human conditions. In the past 50
years, the metabolic monitoring technologies progressed from occasional assessment of …

ReplayBG: a digital twin-based methodology to identify a personalized model from type 1 diabetes data and simulate glucose concentrations to assess alternative …

G Cappon, M Vettoretti, G Sparacino… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Objective: Design and assessment of new therapies for type 1 diabetes (T1D) management
can be greatly facilitated by in silico simulations. The ReplayBG simulation methodology …

Digital Twins in Type 1 Diabetes: A Systematic Review

G Cappon, A Facchinetti - Journal of Diabetes Science and …, 2024 - journals.sagepub.com
Digital twin is a new concept that is rapidly gaining recognition especially in the medical
field. Indeed, being a virtual representation of real-world entities and processes, a digital …

New model of glucose-insulin regulation characterizes effects of physical activity and facilitates personalized treatment evaluation in children and adults with type 1 …

J Deichmann, S Bachmann… - PLOS Computational …, 2023 - journals.plos.org
Accurate treatment adjustment to physical activity (PA) remains a challenging problem in
type 1 diabetes (T1D) management. Exercise-driven effects on glucose metabolism depend …

Simulation-driven optimization of insulin therapy profiles in a commercial hybrid closed-loop system

MF Villa-Tamayo, M Moscoso-Vasquez… - Computer Methods and …, 2023 - Elsevier
Background Automated insulin delivery (AID) has represented a breakthrough in managing
type 1 diabetes (T1D), showing safe and effective glucose control extensively across the …

[HTML][HTML] Model predictive control to account for prolonged changes in insulin requirements following exercise in type 1 diabetes

J Deichmann, HM Kaltenbach - Journal of Process Control, 2023 - Elsevier
Automated insulin delivery systems are becoming increasingly available in the treatment of
type 1 diabetes. They can improve glycemic outcomes while reducing patient burden, but …

The minimally-invasive oral glucose minimal model: Estimation of gastric retention, glucose rate of appearance, and insulin sensitivity from type 1 diabetes data …

E Faggionato, M Schiavon, L Ekhlaspour… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Objective: Modeling the effect of meal composition on glucose excursion would help in
designing decision support systems (DSS) for type 1 diabetes (T1D) management. In fact …

Titration of long-acting insulin using continuous glucose monitoring and smart insulin pens in type 1 diabetes: A model-based carbohydrate-free approach

A El Fathi, C Fabris, MD Breton - Frontiers in Endocrinology, 2022 - frontiersin.org
Objective Multiple daily injections (MDI) therapy is the most common treatment for type 1
diabetes (T1D), consisting of long-acting insulin to cover fasting conditions and rapid-acting …

Validation of the UVA Simulation Replay Methodology Using Clinical Data: Reproducing a Randomized Clinical Trial

MF Villa-Tamayo, P Colmegna… - Diabetes Technology & …, 2024 - liebertpub.com
Background: Computer simulators of human metabolism are powerful tools to design and
validate new diabetes treatments. However, these platforms are often limited in the diversity …

Automated adaptation of insulin treatment in type 1 diabetes

C Fabris, T Gautier, M Breton - 2021 43rd Annual International …, 2021 - ieeexplore.ieee.org
Individuals with type 1 diabetes (T1D) need life-long insulin therapy to compensate for the
lack of endogenous insulin due to the autoimmune damage to pancreatic beta-cells …