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  • © 2018

The Diabetic Patient Agent

Modeling Disease in Humans and the Healthcare System Response

  • Helps diabetic patients predict their blood sugar level based on their lifestyle
  • Provides tools to evaluate and examine effects of various medical interventions, lifestyles, and frequency of blood sugar testing on patients’ health
  • Written by a leading expert in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Intelligent Systems Reference Library (ISRL, volume 133)

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-xiv
  2. Introduction

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 1-8
  3. Agent-Based Modeling and Simulation

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 9-14
  4. The Ackerman Mathematical Model

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 15-22
  5. Patient-Physician Interaction Model

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 23-33
  6. Simulation Results

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 35-66
  7. Control Patient Agent Model

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 67-80
  8. Self-aware Patient Agent Model

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 81-91
  9. Blood Glucose Monitoring Frequency Evaluation

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 93-115
  10. Conclusions and Future Work

    • Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill
    Pages 117-123

About this book

This book provides a pioneering approach to modeling the human diabetic patient using a software agent. It is based on two MASc (Master of Applied Science) theses: one looking at the evolution of the patient agent in time, and another looking the interaction of the patient agent with the healthcare system. It shows that the software agent evolves in a manner analogous to the human patient and exhibits typical attributes of the illness such as reacting to food consumption, medications, and activity. This agent model can be used in a number of different ways, including as a prototype for a specific human patient with the purpose of helping to identify when that patient’s condition deviates from normal variations. The software agent can also be used to study the interaction between the human patient and the health care system. This book is of interest to anyone involved in the management of diabetic patients or in societal research into the management of diabetes. The diabetic patient agent was developed using the Ackerman model for diabetes, but this model can be easily adapted for any other model subject with the necessary physiological data to support that model.

Authors and Affiliations

  • Faculty of Engineering and Applied Science, University of Regina, Regina, Canada

    Raman Paranjape, Zhanle (Gerald) Wang

  • Regina, Canada

    Simerjit Gill

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access