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Computational Intelligence in Biomedical Engineering

Computational Intelligence in Biomedical EngineeringAuthors: Rezaul Begg, Daniel T.H. Lai, Marimuthu Palaniswami
Publisher: CRC Press
Category: Book

List Price: $139.95
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as of 9/7/2010 19:00 CDT details
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New (14) Used (5) from $95.00

Seller: Smart Choice USA
Rating: 4.0 out of 5 stars 1 reviews

Media: Hardcover
Edition: 1
Pages: 392
Number Of Items: 1
Shipping Weight (lbs): 1.5
Dimensions (in): 9.3 x 6.1 x 0.9

ISBN: 0849340802
Dewey Decimal Number: 610.28563
EAN: 9780849340802

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Product Description

As in many other fields, biomedical engineers benefit from the use of computational intelligence (CI) tools to solve complex and non-linear problems. The benefits could be even greater if there were scientific literature that specifically focused on the biomedical applications of computational intelligence techniques. The first comprehensive field-specific reference, Computational Intelligence in Biomedical Engineering provides a unique look at how techniques in CI can offer solutions in modelling, relationship pattern recognition, clustering, and other problems particular to the field.

The authors begin with an overview of signal processing and machine learning approaches and continue on to introduce specific applications, which illustrate CI’s importance in medical diagnosis and healthcare. They provide an extensive review of signal processing techniques commonly employed in the analysis of biomedical signals and in the improvement of signal to noise ratio. The text covers recent CI techniques for post processing ECG signals in the diagnosis of cardiovascular disease and as well as various studies with a particular focus on CI’s potential as a tool for gait diagnostics.

In addition to its detailed accounts of the most recent research, Computational Intelligence in Biomedical Engineering provides useful applications and information on the benefits of applying computation intelligence techniques to improve medical diagnostics.




Customer Reviews:
4 out of 5 stars Only as an introduction   July 13, 2010
Ron (CA, USA)
This book is more suitable for an introduction. The theoretical part of CI and DSP is weak. It only covers artificial neural network, fuzzy sets and SVM, so not well rounded. Latter chapters are applications of CI which is quite good because it is a new published book, including many new references in the past decades. Also color figures is a plus to this book, very good quality. I would recommend it to some one just start learning CI in biomed.

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artificial intelligence  biomedical engineering  computational intelligence