Neural-Network Detection of Hypoglycemic Episodes in Children with Type 1 Diabetes using Physiological Parameters

2006 International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2006.259482 ◽

2006 ◽

Cited By ~ 20

Author(s):

Hung T. Nguyen ◽

Nejhdeh Ghevondian ◽

Timothy W. Jones

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Physiological Parameters

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Neural-Network Detection of Hypoglycemic Episodes in Children with Type 1 Diabetes using Physiological Parameters

2006 International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2006.4398838 ◽

2006 ◽

Author(s):

Hung T. Nguyen ◽

Nejhdeh Ghevondian ◽

Timothy W. Jones

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Physiological Parameters

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Multi-Hour Blood Glucose Prediction in Type 1 Diabetes: A Patient-Specific Approach Using Shallow Neural Network Models

Diabetes Technology & Therapeutics ◽

10.1089/dia.2020.0061 ◽

2020 ◽

Vol 22 (12) ◽

pp. 883-891 ◽

Cited By ~ 1

Author(s):

Taisa Kushner ◽

Marc D. Breton ◽

Sriram Sankaranarayanan

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Blood Glucose ◽

Network Models ◽

Patient Specific ◽

Neural Network Models ◽

Specific Approach ◽

Glucose Prediction

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Progression of Physiological Parameters Over Time in Type 1 Diabetes Mellitus Patients in France

Value in Health ◽

10.1016/j.jval.2014.08.651 ◽

2014 ◽

Vol 17 (7) ◽

pp. A336-A337

Author(s):

A. Beaudet ◽

R.C. Ong

Keyword(s):

Diabetes Mellitus ◽

Type 1 Diabetes ◽

Type 1 Diabetes Mellitus ◽

Physiological Parameters ◽

Over Time

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Leveraging a Big Dataset to Develop a Recurrent Neural Network to Predict Adverse Glycemic Events in Type 1 Diabetes

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2019.2911701 ◽

2019 ◽

pp. 1-1 ◽

Cited By ~ 2

Author(s):

Clara Mosquera-Lopez ◽

Robert Dodier ◽

Nichole Tyler ◽

Navid Resalat ◽

Peter Jacobs

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Recurrent Neural Network

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1303-P: Comparative Performance of a Recurrent Neural Network (RNN) and Logistic Regression (LR) Model to Predict Diabetic Ketoacidosis (DKA) among Youth Postdiagnosis with Type 1 Diabetes (T1D)

Diabetes ◽

10.2337/db20-1303-p ◽

2020 ◽

Vol 69 (Supplement 1) ◽

pp. 1303-P

Author(s):

DAVID D. WILLIAMS ◽

SARINA DASS ◽

JONATHAN BASS ◽

SUSANA R. PATTON ◽

SANJEEV N. MEHTA ◽

...

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Logistic Regression ◽

Diabetic Ketoacidosis ◽

Recurrent Neural Network ◽

Comparative Performance

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Neural network modeling and control of type 1 diabetes mellitus

Bioprocess and Biosystems Engineering ◽

10.1007/s00449-004-0363-3 ◽

2004 ◽

Vol 27 (2) ◽

pp. 75-79 ◽

Cited By ~ 29

Author(s):

A. Karim El-Jabali

Keyword(s):

Neural Network ◽

Diabetes Mellitus ◽

Type 1 Diabetes ◽

Type 1 Diabetes Mellitus ◽

Network Modeling ◽

Neural Network Modeling ◽

Modeling And Control ◽

And Control

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Optimal Insulin Bolus Dosing in Type 1 Diabetes Management: Neural Network Approach Exploiting CGM Sensor Information

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8512250 ◽

2018 ◽

Author(s):

Giacomo Cappon ◽

Martina Vettoretti ◽

Francesca Marturano ◽

Andrea Facchinetti ◽

Giovanni Sparacino

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Diabetes Management ◽

Network Approach ◽

Neural Network Approach ◽

Sensor Information

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A Neural Network Approach for Insulin Regime and Dose Adjustment in Type 1 Diabetes

Diabetes Technology & Therapeutics ◽

10.1089/15209150050194251 ◽

2000 ◽

Vol 2 (3) ◽

pp. 381-389 ◽

Cited By ~ 13

Author(s):

Stavroula G. Mougiakakou ◽

Konstantina S. Nikita

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Dose Adjustment ◽

Network Approach ◽

Neural Network Approach

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Short-term Prediction of Future Continuous Glucose Monitoring Readings in Type 1 diabetes: Development and Validation of a Neural Network Regression Model

International Journal of Medical Informatics ◽

10.1016/j.ijmedinf.2021.104472 ◽

2021 ◽

pp. 104472

Author(s):

Simon Lebech Cichosz ◽

Morten Hasselstrøm Jensen ◽

Ole Hejlesen

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Regression Model ◽

Continuous Glucose Monitoring ◽

Glucose Monitoring ◽

Short Term ◽

Diabetes Development ◽

Short Term Prediction ◽

Development And Validation

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Neural Network based Glucose - Insulin Metabolism Models for Children with Type 1 Diabetes

2006 International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2006.260640 ◽

2006 ◽

Cited By ~ 28

Author(s):

Stavroula G. Mougiakakou ◽

Aikaterini Prountzou ◽

Dimitra Iliopoulou ◽

Konstantina S. Nikita ◽

Andriani Vazeou ◽

...

Keyword(s):

Neural Network ◽

Type 1 Diabetes ◽

Insulin Metabolism

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