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Jørgensen, John Bagterp

Prediction Methods for Blood Glucose Concentration

Jørgensen, John Bagterp - Prediction Methods for Blood Glucose Concentration, ebook

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ISBN: 9783319259130
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Table of contents

1. Alternative Frameworks for Personalized Insulin–Glucose Models
Harald Kirchsteiger, Hajrudin Efendic, Florian Reiterer, Luigi del Re

2. Accuracy of BG Meters and CGM Systems: Possible Influence Factors for the Glucose Prediction Based on Tissue Glucose Concentrations
Guido Freckmann, Stefan Pleus, Manuela Link, Cornelia Haug

3. CGM—How Good Is Good Enough?
Michael Schoemaker, Christopher G. Parkin

4. Can We Use Measurements to Classify Patients Suffering from Type 1 Diabetes into Subcategories and Does It Make Sense?
Florian Reiterer, Harald Kirchsteiger, Guido Freckmann, Luigi del Re

5. Prevention of Severe Hypoglycemia by Continuous EEG Monitoring
Claus Bogh Juhl, Jonas Duun-Henriksen, Jens Ahm Sørensen, Anne Sophie Sejling, Rasmus Elsborg Madsen

6. Meta-Learning Based Blood Glucose Predictor for Diabetic Smartphone App
Valeriya Naumova, Lucian Nita, Jens Ulrik Poulsen, Sergei V. Pereverzyev

7. Predicting Glycemia in Type 1 Diabetes Mellitus with Subspace-Based Linear Multistep Predictors
Marzia Cescon, Rolf Johansson, Eric Renard

8. Empirical Representation of Blood Glucose Variability in a Compartmental Model
Stephen D. Patek, Dayu Lv, Edward A. Ortiz, Colleen Hughes-Karvetski, Sandip Kulkarni, Qian Zhang, Marc D. Breton

9. Physiology-Based Interval Models: A Framework for Glucose Prediction Under Intra-patient Variability
Jorge Bondia, Josep Vehi

10. Modeling and Prediction Using Stochastic Differential Equations
Rune Juhl, Jan Kloppenborg Møller, John Bagterp Jørgensen, Henrik Madsen

11. Uncertainties and Modeling Errors of Type 1 Diabetes Models
Levente Kovács, Péter Szalay

12. Recent Results on Glucose–Insulin Predictions by Means of a State Observer for Time Delay Systems
Pasquale Palumbo, Pierdomenico Pepe, Simona Panunzi, Andrea De Gaetano

13. Performance Assessment of Model-Based Artificial Pancreas Control Systems
Jianyuan Feng, Kamuran Turksoy, Ali Cinar

Keywords: Engineering, Biomedical Engineering, Diabetes, Control, Biological and Medical Physics, Biophysics

Editor
 
 
 
Publisher
Springer
Publication year
2016
Language
en
Edition
1
Series
Lecture Notes in Bioengineering
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319259130
Printed ISBN
978-3-319-25911-6

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