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Advanced Computational Intelligence Paradigms in Healthcare - 1

  • Book
  • © 2007

Overview

Editors:
  1. Hiro Yoshida

    1. Department of Radiology, Harvard University, Boston, USA

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  2. Ashlesha Jain

    1. The Queen Elizabeth Hospital, Woodville, Australia

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  3. Ajita Ichalkaranje

    1. Independant Living Centre, Adelaide, Australia

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  4. Lakhmi C. Jain

    1. School of Electrical and Information Engineering, University of South Australia, South Australia, Australia

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  5. Nikhil Ichalkaranje

    1. Department of Communications, Department of Communications, IT and the Arts, Canberra, Australia

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  • Latest research on computational intelligence paradigms in healthcare in intelligent agent environment
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 48)

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Table of contents (10 chapters)

  1. Front Matter

    Pages I-XXI
    Download chapter PDF

  2. Partners Healthcare Order Set Schema: An Information Model for Management of Clinical Content

    • Margarita Sordo, Tonya Hongsermeier, Vipul Kashyap, Robert A. Greenes
    Pages 1-25

  3. A State-Based Model for Management of Type II Diabetes

    • Margarita Sordo, Tonya Hongsermeier, Vipul Kashyap, Robert A. Greenes
    Pages 27-61

  4. Case-Based Reasoning in Medicine Especially an Obituary on Lothar Gierl

    • Rainer Schmidt
    Pages 63-87

  5. Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies

    • Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi
    Pages 89-112

  6. Mining the Electronic Medical Record to Examine Physician Decisions

    • Patricia B. Cerrito
    Pages 113-126

  7. Capturing and Specifying Multiagent Systems for the Management of Community Healthcare

    • Richard Hill
    Pages 127-163

  8. Assistive Wheelchair Navigation: A Cognitive View

    • U. Cortés, C. Urdiales, R. Annicchiarico, C. Barrué, A. B. Martinez, C. Caltagirone
    Pages 165-187

  9. Modeling Treatment Processes Using Information Extraction

    • Katharina Kaiser, Silvia Miksch
    Pages 189-224

  10. Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques

    • Sheryl Brahnam, Loris Nanni, Randall Sexton
    Pages 225-253

  11. Medical Education Interfaces Through Virtual Patients Based on Qualitative Simulation

    • Altion Simo, Marc Cavazza
    Pages 255-290
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Keywords

About this book

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.

Editors and Affiliations

  • Department of Radiology, Harvard University, Boston, USA

    Hiro Yoshida

  • The Queen Elizabeth Hospital, Woodville, Australia

    Ashlesha Jain

  • Independant Living Centre, Adelaide, Australia

    Ajita Ichalkaranje

  • School of Electrical and Information Engineering, University of South Australia, South Australia, Australia

    Lakhmi C. Jain

  • Department of Communications, Department of Communications, IT and the Arts, Canberra, Australia

    Nikhil Ichalkaranje

Bibliographic Information

  • Book Title: Advanced Computational Intelligence Paradigms in Healthcare - 1

  • Editors: Hiro Yoshida, Ashlesha Jain, Ajita Ichalkaranje, Lakhmi C. Jain, Nikhil Ichalkaranje

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-540-47527-9

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2007

  • Hardcover ISBN: 978-3-540-47523-1Published: 19 February 2007

  • Softcover ISBN: 978-3-642-08001-2Published: 30 November 2010

  • eBook ISBN: 978-3-540-47527-9Published: 27 April 2007

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XXI, 290

  • Topics: Mathematical and Computational Engineering, Artificial Intelligence

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