Accurate estimations for the near future levels of blood glucose are crucial for Type 1 Diabetes Mellitus (T1DM) patients in order to be able to react on time and avoid hypo and …
Background: Type 2 diabetes mellitus (T2DM) is a major public health burden. Self- management of diabetes including maintaining a healthy lifestyle is essential for glycemic …
M Zhang, KB Flores, HT Tran - Biomedical Signal Processing and Control, 2021 - Elsevier
Objective: Controlling blood glucose in the euglycemic range is the main goal of developing the closed-loop insulin delivery system for type 1 diabetes patients. The closed-loop system …
Diabetes Mellitus (DM) represents a metabolic disorder characterized by consistently elevated blood glucose levels due to inadequate pancreatic insulin production. Type 1 DM …
Real-time blood glucose (BG) prediction can enhance decision support systems for insulin dosing such as bolus calculators and closed-loop systems for insulin delivery. Deep …
Blood glucose prediction algorithms are key tools in the development of decision support systems and closed-loop insulin delivery systems for blood glucose control in diabetes …
Many factors affect blood glucose levels in type 1 diabetics, several of which vary largely both in magnitude and delay of the effect. Modern rapid-acting insulins generally have a …
J Martinsson, A Schliep, B Eliasson… - … in Healthcare Data …, 2018 - diva-portal.org
Low-cost sensors continuously measuring blood glucose levels in intervals of a few minutes and mobile platforms combined with machine-learning (ML) solutions enable personalized …
J Xie, Q Wang - IEEE Transactions on Biomedical Engineering, 2020 - ieeexplore.ieee.org
Objective: This paper aims to compare the performance of several commonly known machine-learning (ML) models versus a classic Autoregression with Exogenous inputs …