Lecture Notes in Bioengineering

Data-driven Modeling for Diabetes

Diagnosis and Treatment

Editors: Marmarelis, Vasilis, Mitsis, Georgios (Eds.)

  • Presents a unique collection of model-based studies related to diabetes
  • Provides model-based strategies for early and sensitive diagnosis of diabetes
  • Includes practical model-based methods for online glycemic control
  • Written by leading experts in the field
see more benefits

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-54464-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-642-54463-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 21, 2016
  • ISBN 978-3-662-52367-4
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

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.

Table of contents (10 chapters)

  • Data-Driven and Minimal-Type Compartmental Insulin-Glucose Models: Theory and Applications

    Mitsis, Georgios D. (et al.)

    Pages 1-35

  • Ensemble Glucose Prediction in Insulin-Dependent Diabetes

    Ståhl, Fredrik (et al.)

    Pages 37-71

  • Hypoglycemia Prevention Using Low Glucose Suspend Systems

    Bequette, B. Wayne

    Pages 73-89

  • Adaptive Algorithms for Personalized Diabetes Treatment

    Daskalaki, Elena (et al.)

    Pages 91-116

  • Pitfalls in Model Identification: Examples from Glucose-Insulin Modelling

    Panunzi, Simona (et al.)

    Pages 117-129

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-54464-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-642-54463-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 21, 2016
  • ISBN 978-3-662-52367-4
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Data-driven Modeling for Diabetes
Book Subtitle
Diagnosis and Treatment
Editors
  • Vasilis Marmarelis
  • Georgios Mitsis
Series Title
Lecture Notes in Bioengineering
Copyright
2014
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-54464-4
DOI
10.1007/978-3-642-54464-4
Hardcover ISBN
978-3-642-54463-7
Softcover ISBN
978-3-662-52367-4
Series ISSN
2195-271X
Edition Number
1
Number of Pages
X, 237
Number of Illustrations and Tables
34 b/w illustrations, 40 illustrations in colour
Topics