Numerical Methods for Diabetes Technology: Mathematical Algorithms for a Better Management of Type 1 Diabetes - Couverture souple

Naumova, Valeriya

 
9783659270628: Numerical Methods for Diabetes Technology: Mathematical Algorithms for a Better Management of Type 1 Diabetes
Couverture souple
ISBN 10 : 3659270628 ISBN 13 : 9783659270628
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

In this work, we develop new mathematical tools for diabetes therapy management, where the key problem is to predict the future blood glucose levels of a diabetic patient from available current and past information about therapeutically valuable factors. We provide a theoretical analysis of the developed techniques and demonstrate them in real-life applications. To show the efficiency of the developed mathematical tools, we provide an extensive collection of the results of numerical experiments with simulated and real clinical data, as well as comparing them with existing literature. This research has been performed in the course of the project ''DIAdvisor'' (DIAdvisor: personal glucose predictive diabetes advisor) funded by the European Commission within 7-th Framework Programme. The author gratefully acknowledges the support of the ''DIAdvisor'' consortium.

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Présentation de l'éditeur

In this work, we develop new mathematical tools for diabetes therapy management, where the key problem is to predict the future blood glucose levels of a diabetic patient from available current and past information about therapeutically valuable factors. We provide a theoretical analysis of the developed techniques and demonstrate them in real-life applications. To show the efficiency of the developed mathematical tools, we provide an extensive collection of the results of numerical experiments with simulated and real clinical data, as well as comparing them with existing literature. This research has been performed in the course of the project ''DIAdvisor'' (DIAdvisor: personal glucose predictive diabetes advisor) funded by the European Commission within 7-th Framework Programme. The author gratefully acknowledges the support of the ''DIAdvisor'' consortium.

Biographie de l'auteur

Valeriya Naumova is currently a research scientist at RICAM (Radon Institute for Computational and Applied Mathematics of the Austrian Academy of Sciences, Linz, Austria). Her interests center on inverse problems, learning theory, and mathematical modelling for medical applications.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659270628
ISBN 13 
9783659270628
Reliure
Broché
Nombre de pages
176
Coordonnées du fabricant
non disponible
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