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9780849340802

Computational Intelligence in Biomedical Engineering

by ;
  • ISBN13:

    9780849340802

  • ISBN10:

    0849340802

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2007-12-04
  • Publisher: CRC Press

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Summary

In recent years, there has been an explosion of interest in computational intelligence (CI) techniques as evidenced by numerous applications in various fields. Biomedical research and applications have benefited enormously as a result of applications of such tools and techniques. Most such scientific literature concerning the application of CI for modeling and pattern recognition are scattered around the world in different journals and conference proceedings. Computational Intelligence in Bioengineeringprovides a comprehensive account of the recent research efforts in this emerging area. It brings together cutting-edge research and applications of computational intelligence in a single volume.

Table of Contents

Introduction
Computational Intelligence Techniques
Neural Networks for Classification and Detection
Neural Networks for Biomedical Modelling
Support Vector Machines for Classification: Applications in Gait Analysis
Fuzzy Clustering and Genetic Algorithms
Expert and Knowledge-based Systems
Conclusions, Emerging Techniques & Future Directions
Table of Contents provided by Publisher. All Rights Reserved.

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