The Diabetic Patient Agent Modeling Disease in Humans and the Healthcare System Response
tarafından
 
Paranjape, Raman. author.

Başlık
The Diabetic Patient Agent Modeling Disease in Humans and the Healthcare System Response

Yazar
Paranjape, Raman. author.

ISBN
9783662562918

Yazar
Paranjape, Raman. author.

Edisyon
1st ed. 2018.

Fiziksel Niteleme
XIV, 123 p. 81 illus., 74 illus. in color. online resource.

Seri
Intelligent Systems Reference Library, 133

İçindekiler
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.

Özet
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.

Konu Başlığı
Engineering.
 
Diabetes.
 
Biomedical engineering.
 
Artificial intelligence.
 
Medical records -- Data processing.
 
Practice of medicine.
 
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
 
Diabetes. http://scigraph.springernature.com/things/product-market-codes/H33045
 
Biomedical Engineering and Bioengineering. http://scigraph.springernature.com/things/product-market-codes/T2700X
 
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
 
Health Informatics. http://scigraph.springernature.com/things/product-market-codes/H28009
 
Health Administration. http://scigraph.springernature.com/things/product-market-codes/H27030

Yazar Ek Girişi
Wang, Zhanle (Gerald).
 
Gill, Simerjit.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-662-56291-8


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book222925-1001Q342Springer E-Book Collection