Advanced Computational Intelligence Paradigms in Healthcare - 3

  • Margarita Sordo
  • Sachin Vaidya
  • Lakhmi C. Jain

Part of the Studies in Computational Intelligence book series (SCI, volume 107)

Table of contents

  1. Front Matter
    Pages I-X
  2. Chili-Wen Kan, Linda T. Nieman, Konstantin Sokolov, Mia K. Markey
    Pages 27-49
  3. Lidia Ogielal, Ryszard Tadeusiewicz, Marek R. Ogiela
    Pages 75-94
  4. Charalampos Doukas, Ilias Maglogiannis
    Pages 95-115
  5. Marcela D. Rodríguez, Jesús Favela
    Pages 117-149
  6. Rolando R. Hernández-Cisneros, Hugo Terashima-Marín, Santiago E. Conant-Pablos
    Pages 151-180
  7. Michael Anderson, Susan Leigh Anderson
    Pages 233-257

About this book

Introduction

Advanced Computational Intelligence (CI) paradigms are increasingly used for implementing robust computer applications to foster safety, quality and efficacy in all aspects of healthcare. This research book covers an ample spectrum of the most advanced applications of CI in healthcare.

The first chapter introduces the reader to the field of computational intelligence and its applications in healthcare. In the following chapters, readers will gain an understanding of effective CI methodologies in several important topics including clinical decision support, decision making in medicine effectiveness, cognitive categorizing in medical information system as well as intelligent pervasive healthcare systems, and agent middleware for ubiquitous computing. Two chapters are devoted to imaging applications: detection and classification of microcalcifications in mammograms using evolutionary neural networks, and Bayesian methods for segmentation of medical images. The final chapters cover key aspects of healthcare, including computational intelligence in music processing for blind people and ethical healthcare agents.

This book will be of interest to postgraduate students, professors and practitioners in the areas of intelligent systems and healthcare.

Keywords

Healthcare agents artificial intelligence classification communication computational intelligence diagnosis evolution information system intelligence intelligent systems neural network neural networks ubiquitous computing

Editors and affiliations

  • Margarita Sordo
    • 1
  • Sachin Vaidya
    • 2
  • Lakhmi C. Jain
    • 3
  1. 1.Decision Systems GroupHarvard Medical SchoolBostonUSA
  2. 2.AdelaideAustralia
  3. 3.School of Electrical & Information Engineering KES CentreUniversity of South AustraliaAdelaideAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-77662-8
  • Copyright Information Springer-Verlag Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-77661-1
  • Online ISBN 978-3-540-77662-8
  • Series Print ISSN 1860-949X
  • About this book