Computational Intelligence in Healthcare 4
Advanced Methodologies
Published on 7. November 2012
Book
Paperback/Softback
VIII, 464 pages
978-3-642-26492-4 (ISBN)
Description
Computational Intelligence is comparatively a new field but it has made a tremendous progress in virtually every discipline right from engineering, science, business, m- agement, aviation to healthcare. Computational intelligence already has a solid track-record of applications to healthcare, of which this book is a continuation. We would like to refer the reader to the excellent previous volumes in this series on computational intelligence in heal- care [1-3]. This book is aimed at providing the most recent advances and state of the art in the practical applications of computational intelligence paradigms in healthcare. It - cludes nineteen chapters on using various computational intelligence methods in healthcare such as intelligent agents and case-based reasoning. A number of fielded applications and case studies are presented. Highlighted are in particular novel c- putational approaches to the semantic management of health information such as in the Web 2.0, mobile agents such as in portable devices, learning agents capable of adapting to diverse clinical settings through case-based reasoning, and statistical - proaches in computational intelligence. This book is targeted towards scientists, application engineers, professors, health professionals, professors, and students. Background information on computational intelligence has been provided whenever necessary to facilitate the comprehension of a broad audience including healthcare practitioners.
More details
Series
Edition
2010 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
102 farbige Abbildungen, 86 s/w Abbildungen
VIII, 464 p. 188 illus., 102 illus. in color.
Dimensions
Height: 23.5 cm
Width: 15.5 cm
Weight
718 gr
ISBN-13
978-3-642-26492-4 (9783642264924)
DOI
10.1007/978-3-642-14464-6
Schweitzer Classification
Other editions
Additional editions
Isabelle Bichindaritz | Sachin Vaidya | Ashlesha Jain
Computational Intelligence in Healthcare 4
Advanced Methodologies
Book
09/2010
Springer
€160.49
Shipment within 7-9 days
Content
Advances in Computational Intelligence in Healthcare.- Artificial Agents in Healthcare.- Clinical Semantics.- Agent Technology and Healthcare: Possibilities, Challenges and Examples of Application.- Mobile Agents in Healthcare, a Distributed Intelligence Approach.- A Joint Bayesian Framework for MR Brain Scan Tissue and Structure Segmentation Based on Distributed Markovian Agents.- The i-Walker: An Intelligent Pedestrian Mobility Aid.- Case-Based Reasoning in Healthcare.- Case-Based Reasoning in the Health Sciences: Foundations and Research Directions.- Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management.- Case-Based Reasoning in a Travel Medicine Application.- Providing Case-Based Retrieval as a Decision Support Strategy in Time Dependent Medical Domains.- Meta-learning for Image Processing Based on Case-Based Reasoning.- Explaining Medical Model Exceptions.- Computational Intelligence Techniques for Classification in Microarray Analysis.- Sample Applications and Case Studies.- The Evolution of Healthcare Applications in the Web 2.0 Era.- Intelligent Adaptive Monitoring for Cardiac Surveillance.- Computational Intelligence in Cognitive Healthcare Information Systems.- An Advanced Probabilistic Framework for Assisting Screening Mammogram Interpretation.- Pattern Classification Techniques for Lung Cancer Diagnosis by an Electronic Nose.- A Portable Wireless Solution for Back Pain Telemonitoring: A 3D-Based, Virtual Reality Approach.