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Advanced Computational Intelligence Paradigms in Healthcare โ€“ 1

โœ Scribed by Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro Yoshida, Dr. Ashlesha Jain, Ajita Ichalkaranje, Prof. Lakhmi C. Jain, Dr. Nikhil Ichalkaranje (eds.)

Publisher
Springer-Verlag Berlin Heidelberg
Year
2007
Tongue
English
Leaves
305
Series
Studies in Computational Intelligence 48
Edition
1
Category
Library
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No coin nor oath required. For personal study only.

โœฆ Synopsis

This book presents some of the most recent research results on the applications of computational intelligence in healthcare. The contents include:

  • Information model for management of clinical content
  • State-based model for management of type II diabetes
  • Case-based reasoning in medicine
  • Assessing the quality of care in artificial intelligence environment
  • Electronic medical record to examine physician decisions
  • Multi-agent systems for the management of community healthcare
  • Assistive wheelchair navigation
  • Modelling treatment processes using information extraction
  • Neonatal pain detection using face classification techniques
  • Medical education interfaces using virtual patients

The book is directed to the computer scientists, medical practitioners, scientists, professors and students of health science, computer science and related disciplines.

โœฆ Table of Contents

Front Matter....Pages I-XXI
Partners Healthcare Order Set Schema: An Information Model for Management of Clinical Content....Pages 1-25
A State-Based Model for Management of Type II Diabetes....Pages 27-61
Case-Based Reasoning in Medicine Especially an Obituary on Lothar Gierl....Pages 63-87
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies....Pages 89-112
Mining the Electronic Medical Record to Examine Physician Decisions....Pages 113-126
Capturing and Specifying Multiagent Systems for the Management of Community Healthcare....Pages 127-163
Assistive Wheelchair Navigation: A Cognitive View....Pages 165-187
Modeling Treatment Processes Using Information Extraction....Pages 189-224
Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques....Pages 225-253
Medical Education Interfaces Through Virtual Patients Based on Qualitative Simulation....Pages 255-290

โœฆ Subjects

Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics)

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