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Image of Data-driven Modeling for Diabetes: Diagnosis and Treatment

Electronic Resource

Data-driven Modeling for Diabetes: Diagnosis and Treatment

Marmarelis, Vasilis - Personal Name; Mitsis, Georgios - Personal Name;

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This contributed volume presents computational models of diabetes that quantify the dynamic interrelationships among key physiological variables implicated in the underlying physiology under a variety of metabolic and behavioral conditions. These variables comprise for example blood glucose concentration and various hormones such as insulin, glucagon, epinephrine, norepinephrine as well as cortisol. The presented models provide a powerful diagnostic tool but may also enable treatment via long-term glucose regulation in diabetics through closed-look model-reference control using frequent insulin infusions, which are administered by implanted programmable micro-pumps. This research volume aims at presenting state-of-the-art research on this subject and demonstrating the potential applications of modeling to the diagnosis and treatment of diabetes. The target audience primarily comprises research and experts in the field but the book may also be beneficial for graduate students.


Availability
Inventory Code Barcode Call Number Location Status
1408000196EB0000307610.28 DatCentral LibraryAvailable
Detail Information
Series Title
Lecture Notes in Bioengineering
Call Number
610.28 Dat
Publisher
Berlin Heidelberg : Springer Berlin, Heidelberg., 2014
Collation
x, 237p.: Ill.
Language
English
ISBN/ISSN
978-3-642-54464-4
Classification
610.28
Content Type
Text
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Diabetes
Biomedical engineering
Specific Detail Info
-
Statement of Responsibility
RTS
Other version/related

No other version available

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  • Data-driven Modeling for Diabetes
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