Artificial pancreas: A review of meal detection and carbohydrates counting techniques

E Rodriguez, R Villamizar - Review of Diabetic Studies, 2022 - ingentaconnect.com
OBJECTIVE: The development of an artificial pancreas is an open research problem that
faces the challenge of creating a control algorithm capable of dosing insulin automatically …

From optimal design of experiment to safe system identification in type 2 diabetes

SE Engell, H Bengtsson, J Sturis, D Boiroux… - IFAC-PapersOnLine, 2023 - Elsevier
Abstract Model-based design of experiment (MBDoE) provides a framework to collect
informative data for system identification. However, a parametric and structural mismatch …

Optimal Experimental Design for System Identification in a Bi-Hormonal Intraperitoneal Artificial Pancreas

SE Engell, KD Benam, H Bengtsson… - 2024 European …, 2024 - ieeexplore.ieee.org
For individuals with diabetes, the intraperitoneal drug-delivery route may enable fully
automated artificial pancreas technology. For such systems, the model predictive control …

Learning Models From Health Time Series Data: Overcoming Challenges of Data Availability and Sufficiency

LA Gomez - 2024 - search.proquest.com
Large amounts of healthcare data are being generated through medical records and patient-
generated data; however, the unique nature of these health datasets creates computational …

[图书][B] Modeling efforts for improved meal prediction with application to blood glucose control

T Diamond - 2022 - search.proquest.com
Abstract Type 1 Diabetes Mellitus is a disease characterized by the loss of insulin production
from beta cells in the pancreas, which results in unregulated blood glucose (BG). The …

Filtering and Prediction of the Blood Glucose Concentration using an Android Smart Phone and a Continuous Glucose Monitor

Z Mahmoudi, D Boiroux, TKS Ritschel… - arXiv preprint arXiv …, 2019 - arxiv.org
In this paper we numerically assess the performance of Java linear algebra libraries for the
implementation of nonlinear filters in an Android smart phone (Samsung A5 2017). We …

Optimalitätsbasierte Entwicklung von Zustandsschätzung und Regelung eines Fertigwalzblocks in einer Warmwalzstraße für Stabstahl

MS Schäfer - 2022 - dspace.ub.uni-siegen.de
Die Anforderungen an industrielle Applikationen stehen vor immer neuen
Herausforderungen und dem Erreichen höherer Effizienzen. Dies gilt auch für die …

[图书][B] Blood Glucose Forecasting: Data-Driven Model, Physiological Model, and Hybrid Approaches

M Zhang - 2021 - search.proquest.com
Type 1 diabetes is a chronic disease due to the patient's pancreas producing no or little
insulin. Unfortunately, there is no cure for type 1 diabetes. Controlling blood glucose in the …

Reducción de la incertidumbre en el monitoreo de los niveles de glucosa para personas con diabetes mellitus tipo 1 en presencia de mediciones asíncronas y …

CM Hernández Gonzalez - repositorio.unal.edu.co
La diabetes Mellitus tipo 1 es una enfermedad en la cual el sistema homeostático de la
glucosa se ve interrumpido debido a una respuesta autoinmune del cuerpo donde se …

A Semi-physical Model for Glucose Kinetics and Dynamics in Subcutaneous Adipose Tissue

A Herron-Bedoya… - 2019 IEEE 4th Colombian …, 2019 - ieeexplore.ieee.org
In this work, a Phenomenological-Based Semi-physical Model (PBSM) for glucose dynamics
and kinetics in adipose tissue is used to simulate glucose concentration in the interstitial …