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Multi-agent Systems for Healthcare Simulation and Modeling: Applications for System Improvement [Kõva köide]

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  • Formaat: Hardback, 348 pages, kaal: 1178 g, illustrations
  • Ilmumisaeg: 31-Aug-2009
  • Kirjastus: Medical Information Science Reference
  • ISBN-10: 1605667722
  • ISBN-13: 9781605667720
Teised raamatud teemal:
  • Formaat: Hardback, 348 pages, kaal: 1178 g, illustrations
  • Ilmumisaeg: 31-Aug-2009
  • Kirjastus: Medical Information Science Reference
  • ISBN-10: 1605667722
  • ISBN-13: 9781605667720
Teised raamatud teemal:
"This book provides theoretical frameworks and the latest empirical research findings used by medical professionals in the implementation of multi-agent systems"--Provided by publisher.

Modeling healthcare components and systems to understand component interactions is considered one of the more challenging simulation and modeling problems for software agent systems. This extensive reference provides theoretical frameworks and the most current empirical research medical professionals use to implement multi-agent systems. Among the topics covered are: agency in healthcare system analysis, agent-based healthcare modeling, and collaborative environments in mental health, economic efficiency in healthcare, healthcare multi-agent simulation systems, healthcare systems, operating room simulation, physician-patient support system, population modeling system, and probabilistic neural network. The book will interest medical professionals, information systems designers, application developers, and others such as academic, research, and medical libraries. Editors Paranjape (electronic systems engineering, U. of Regina) and Sadanand (economics, U. of Guelph) and 27 co-authors contributed to the book. Annotation ©2009 Book News, Inc., Portland, OR (booknews.com)
Foreword xii
Preface xiv
Acknowledgment xvi
Section 1 Overview of Healthcare System Issues
Current Practices in Select Healthcare System
1(12)
Venkat Sadanand
Economic Efficiency and the Canadian Health Care System
13(13)
Asha B. Sadannd
A Review of Recent Contribution in Agent Based Health Care Modeling
26(19)
Simerjit Gill
Raman Paranjape
Section 2 Healthcare Modeling System
Agency in Health Care System Modeling and Analysis
45(24)
Raman Paranjape
Simerjit Gill
Operatoing Room Simulation and Agent-Based Optimization
69(21)
Q. Peng
Q. Niu
Y. Xie
T. ElMekkaway
Building a Health Care Multi-Agent Simulation System With Role-Based Modleing
90(23)
Xizoaine Zhang
Haiping Xu
Bahavesh Shrestha
Section 3 Physican/Patient Support Systems
HeCaSe2: A Multi-Agent System that Automates the Application of Clinical Guidelines
113(24)
David Isern
Antonio Moreno
An Agent-Based Modeling System for Wellness
137(27)
Luigi Benedicenti
Chitsutha Soomlek
Using Probablistic Neural Network to Select a Medical Specialist Agent
164(14)
Vijay Kumar Mago
M. Syamala Devi
Ajay Bhatia
Ravinder Metha
A Mutli-Agent Simulation of Kindeny Function for Medical Education
178(18)
Kin Lik Wang
Nancy E. Reed
Dale S. Vincent
Section 4 Population Modeling Systems
Role fo Multi-Agents Systems in Creation of Collaborative Environments within Mental Health Domin
196(19)
Maja Hadzic
Darshan S. Dillon
Multi-agent Systems in Developing Countries
215(19)
Dean Yergens
Julie Hiner
Jorg Denzinger
Projecting Health Care Factors into Future Outcomes with Agent-Based Modeling
234(23)
Georgiy Bobaschev
Andrei Borshchev
Compliaton of References 257(19)
About the Contributors 276(6)
Index 282