The Diabetic Patient Agent - Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill

The Diabetic Patient Agent

Modeling Disease in Humans and the Healthcare System Response
Buch | Softcover
XIV, 123 Seiten
2019 | 1. Softcover reprint of the original 1st ed. 2018
Springer Berlin (Verlag)
978-3-662-57259-7 (ISBN)
53,49 inkl. MwSt
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.

Introduction.- Agent-based Modeling and Simulation.- The Ackerman Mathematical Model.- Patient-physician interaction model.- Simulation Results.- Control patient Agent Model.- Self Aware patient Agent Model.- Blood Glucose Monitoring Frequency Evaluation.- Conclusions and future work.

Erscheinungsdatum
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo XIV, 123 p. 81 illus., 74 illus. in color.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 224 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte agent-based modelling • Diabetes • Diabetic Patient Model • Health-care Modelling and Simulation • Hospital Planning • Intelligent Systems • patient education
ISBN-10 3-662-57259-1 / 3662572591
ISBN-13 978-3-662-57259-7 / 9783662572597
Zustand Neuware
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