Computational Intelligence in Biomedical Engineering
Autor Rezaul Begg, Daniel T.H. Lai, Marimuthu Palaniswamien Limba Engleză Paperback – 18 oct 2019
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.
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Specificații
ISBN-13: 9780367388096
ISBN-10: 036738809X
Pagini: 392
Dimensiuni: 156 x 234 mm
Greutate: 0.77 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
ISBN-10: 036738809X
Pagini: 392
Dimensiuni: 156 x 234 mm
Greutate: 0.77 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Public țintă
Academic and Professional Practice & DevelopmentCuprins
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.
Notă biografică
Begg, Rezaul; Lai, Daniel T.H.; Palaniswami, Marimuthu
Descriere
In recent years, there has been an explosion of interest in computational intelligence (CI) techniques as evidenced by numerous applications in various fields. Biomedical research and applications have benefited enormously as a result of applications of such tools and techniques. However, most of the scientific literature on the application of CI for modeling and pattern recognition are scattered in different journals and conference proceedings. Computational Intelligence in Bioengineering provides a comprehensive account of the recent research efforts in this emerging area. It brings together in a single volume cutting-edge research and applications of computational intelligence.