Automated meal detection from continuous glucose monitor data through simulation and explanation

M Zheng, B Ni, S Kleinberg - Journal of the American Medical …, 2019 - academic.oup.com
Background Artificial pancreas systems aim to reduce the burden of type 1 diabetes by
automating insulin dosing. These systems link a continuous glucose monitor (CGM) and …

Pattern recognition reveals characteristic postprandial glucose changes: Non-individualized meal detection in diabetes mellitus type 1

K Kölle, T Biester, S Christiansen… - IEEE journal of …, 2019 - ieeexplore.ieee.org
Accurate continuous glucose monitoring (CGM) is essential for fully automated glucose
control in diabetes mellitus type 1. State-of-the-art glucose control systems automatically …

Model-based detection and classification of insulin pump faults and missed meal announcements in artificial pancreas systems for type 1 diabetes therapy

L Meneghetti, A Facchinetti… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Objective: The artificial pancreas (AP) is an innovative closed-loop system for type 1
diabetes therapy, in which insulin is infused by portable pumps and insulin dosage is …

Effect of model, observer and their interaction on state and disturbance estimation in artificial pancreas: An in-silico study

I Sala-Mira, M Siket, L Kovács, G Eigner… - IEEE Access, 2021 - ieeexplore.ieee.org
The state and disturbance estimations are an indispensable part of the state-of-the-art model-
based controllers as related to the artificial pancreas, supporting the decision-making and …

Feasibility of early meal detection based on abdominal sound

K Kölle, AL Fougner, R Ellingsen… - IEEE journal of …, 2019 - ieeexplore.ieee.org
In classical approaches for an artificial pancreas, continuous glucose monitoring (CGM) is
the only measured variable used for insulin dosing and additional control functions. The …

Estimation and prediction of glucose appearance rate for use in a fully closed-loop dual-hormone intraperitoneal artificial pancreas

KD Benam, S Gros, AL Fougner - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Objective: A fully automated artificial pancreas requires a meal estimator and predictions of
blood glucose levels (BGL) to handle disturbances during meal times, all without relying on …

Risk analysis for the design of a safe artificial pancreas control system

K Kölle, AL Fougner, MA Lundteigen, SM Carlsen… - Health and …, 2019 - Springer
Closed-loop glucose control has the potential to improve the glycemic control in patients
with diabetes mellitus type 1. Such an artificial pancreas (AP) should keep the user safe …

Meal estimation from continuous glucose monitor data using kalman filtering and hypothesis testing

OM Staal, S Sælid, AL Fougner… - 2019 IEEE 58th …, 2019 - ieeexplore.ieee.org
A method for estimating meal inputs from Continuous Glucose Monitoring (CGM) data is
presented. The method is based on Kalman filtering and hypothesis testing, and provides …

Meal estimation based on UKF and postprandial glucose control for patients with type I diabetes

J Xu, R Song - 2021 China Automation Congress (CAC), 2021 - ieeexplore.ieee.org
Meal detection is essential for the automatic control of artificial pancreas (AP). In some
studies, dietary has been treated as perturbations, but this is not accurate enough for …

Feasibility of fully closed loop insulin delivery in type 2 diabetes

C Ornetzeder, F Reiterer… - … IEEE conference on …, 2019 - ieeexplore.ieee.org
Because of continuous technical progress over the last decades artificial pancreas (AP)
systems have recently become reality for patients with type 1 diabetes (T1D) with first AP …