
Computational Intelligence in Biomedical Engineering
CRC Press
1st Edition
Published on 4. December 2007
Book
Hardback
394 pages
978-0-8493-4080-2 (ISBN)
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.
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.
More details
Language
English
Place of publication
Bosa Roca
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
Academic and Professional Practice & Development
Dimensions
Height: 234 mm
Width: 156 mm
Weight
890 gr
ISBN-13
978-0-8493-4080-2 (9780849340802)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Rezaul Begg | Daniel T.H. Lai | Marimuthu Palaniswami
Computational Intelligence in Biomedical Engineering
Book
10/2019
1st Edition
CRC Press
€81.70
Shipment within 15-20 days

Rezaul Begg | Daniel T.H. Lai | Marimuthu Palaniswami
Computational Intelligence in Biomedical Engineering
E-Book
12/2007
CRC Press
€92.49
Available for download

Rezaul Begg | Daniel T.H. Lai | Marimuthu Palaniswami
Computational Intelligence in Biomedical Engineering
E-Book
12/2007
CRC Press
€92.49
Available for download
Persons
Begg, Rezaul; Lai, Daniel T.H.; Palaniswami, Marimuthu
Content
Introduction. Biomedical Signal Processing. Computational Intelligence Techniques. Computational Intelligence in Cardiology and Heart Disease Diagnosis. Computational Intelligence in Analysis of Electromyography Signals. Computational Intelligence in Electroencephalogram Analysis. Computational Intelligence in Gait and Movement Pattern Analysis. Summary and Future Trends. Index.