Title: Computational Intelligence in Biomedical Engineering
Publisher: Taylor & Francis Inc Dez 2007
Publication Date: 2007
Language: English
ISBN 10: 0849340802
ISBN 13: 9780849340802
Binding: Buch
Condition: Neu
Dimensions: 234 millimeters width by 156 millimeters height by 0 millimeters depth
Weight: 890 grams

About this title

Synopsis

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.

About the Author

Begg, Rezaul; Lai, Daniel T.H.; Palaniswami, Marimuthu

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