Computational Intelligence in Healthcare 4

Advanced Methodologies

ISBN: 978-3-642-14463-9 (Print) 978-3-642-14464-6 (Online)

Table of contents (19 chapters)

  1. Front Matter

    Pages -

  2. Introduction

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-7

      Advances in Computational Intelligence in Healthcare

  3. Artificial Agents in Healthcare

    1. Front Matter

      Pages 9-9

    2. No Access

      Book Chapter

      Pages 11-24

      Clinical Semantics

    3. No Access

      Book Chapter

      Pages 25-48

      Agent Technology and Healthcare: Possibilities, Challenges and Examples of Application

    4. No Access

      Book Chapter

      Pages 49-80

      Mobile Agents in Healthcare, a Distributed Intelligence Approach

    5. No Access

      Book Chapter

      Pages 81-101

      A Joint Bayesian Framework for MR Brain Scan Tissue and Structure Segmentation Based on Distributed Markovian Agents

    6. No Access

      Book Chapter

      Pages 103-123

      The i-Walker: An Intelligent Pedestrian Mobility Aid

  4. Case-Based Reasoning in Healthcare

    1. Front Matter

      Pages 125-125

    2. No Access

      Book Chapter

      Pages 127-157

      Case-Based Reasoning in the Health Sciences: Foundations and Research Directions

    3. No Access

      Book Chapter

      Pages 159-189

      Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management

    4. No Access

      Book Chapter

      Pages 191-210

      Case-Based Reasoning in a Travel Medicine Application

    5. No Access

      Book Chapter

      Pages 211-228

      Providing Case-Based Retrieval as a Decision Support Strategy in Time Dependent Medical Domains

    6. No Access

      Book Chapter

      Pages 229-264

      Meta-learning for Image Processing Based on Case-Based Reasoning

    7. No Access

      Book Chapter

      Pages 265-287

      Explaining Medical Model Exceptions

    8. No Access

      Book Chapter

      Pages 289-312

      Computational Intelligence Techniques for Classification in Microarray Analysis

  5. Sample Applications and Case Studies

    1. Front Matter

      Pages 313-313

    2. No Access

      Book Chapter

      Pages 315-328

      The Evolution of Healthcare Applications in the Web 2.0 Era

    3. No Access

      Book Chapter

      Pages 329-346

      Intelligent Adaptive Monitoring for Cardiac Surveillance

    4. No Access

      Book Chapter

      Pages 347-369

      Computational Intelligence in Cognitive Healthcare Information Systems

    5. No Access

      Book Chapter

      Pages 371-395

      An Advanced Probabilistic Framework for Assisting Screening Mammogram Interpretation

    6. No Access

      Book Chapter

      Pages 397-423

      Pattern Classification Techniques for Lung Cancer Diagnosis by an Electronic Nose

    7. No Access

      Book Chapter

      Pages 425-461

      A Portable Wireless Solution for Back Pain Telemonitoring: A 3D-Based, Virtual Reality Approach

  6. Back Matter

    Pages -