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Research article

First published 2017-11

Stochastic Seasonal Models for Glucose Prediction in the Artificial Pancreas

Eslam Montaser, José-Luis Díez, Jorge Bondia

Journal of Diabetes Science and Technology

Open access

Research article

First published 2025

Exploring the potential of deep learning models integrating transformer and LSTM in predicting blood glucose levels for T1D patients

Xin Xiong, XinLiang Yang, Yunying Cai [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2007-08

The Impact of Non–Model-Related Variability on Blood Glucose Prediction

Jonas Kildegaard, Jette Randløv, Jens Ulrik Poulsen [...]

Diabetes Technology & Therapeutics

Free access

Meeting report

First published 2009-9

Closed-Loop Artificial Pancreas Using Subcutaneous Glucose Sensing and Insulin Delivery and a Model Predictive Control Algorithm: The Virginia Experience

William L. Clarke, Stacey Anderson, Marc Breton [...]

Journal of Diabetes Science and Technology

Free access

Meeting report

First published 2007-11

Glucose Estimation and Prediction through Meal Responses Using Ambulatory Subject Data for Advisory Mode Model Predictive Control

Rachel Gillis, Cesar C. Palerm, Howard Zisser [...]

Journal of Diabetes Science and Technology

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Research article

First published 2025-4

Design of reduced multiple model predictive controller for glucose–insulin regulation in type 1 diabetic patients

Pouya Rikhtehgar, Mohammad Haeri

Transactions of the Institute of Measurement and Control

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Research article

First published 2018-07

Evaluation of an Artificial Pancreas with Enhanced Model Predictive Control and a Glucose Prediction Trust Index with Unannounced Exercise

Jordan E. Pinsker, Alejandro J. Laguna Sanz, Joon Bok Lee [...]

Diabetes Technology & Therapeutics

Open access

Research article

First published 2024-9

Establishment and validation of a nomogram model containing a triglyceride-glucose index and neutrophil-to-high-density lipoprotein ratio for predicting major adverse cardiac events in patients with ST-segment elevation myocardial infarction

Zhi-Chao Xu, La-Mei Pang, Min Chen [...]

Journal of International Medical Research

Open access

Research article

First published 2026-1

Development and validation of a machine learning-based sarcopenia prediction model using the triglyceride glucose–frailty index

Wang Xiang, Houcheng Zhu, Xiandong Liu [...]

Journal of International Medical Research

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Research article

First published 2013-08

A Glucose Model Based on Support Vector Regression for the Prediction of Hypoglycemic Events Under Free-Living Conditions

Eleni I. Georga, Vasilios C. Protopappas, Diego Ardigò [...]

Diabetes Technology & Therapeutics

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