Signal Processing - General & Miscellaneous, DSPs, Medical Technology, Biotechnology & Bioengineering

Detection and Estimation Methods for Biomedical Sygnals

Name: Detection and Estimation Methods for Biomedical Sygnals
Author: Metin Akay
ISBN: 9780120471430

by Metin Akay

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Overview

Detection and Estimation Methods for Biomedical Signals discusses the most powerful signal detection and estimation methods in use and includes a disk of data sets and ANSII C source code for five useful computer programs. In addition, appendices of related computer programs are provided to help readers in applying the methods to their particular problems.

This book includes numerous practical examples such as the detection of multiple sclerosis using the orthogonal expansion method, and the early detection of coronary artery disease and occlusions before and after angioplasty by the Eigenvector methods. Coverage includes four different wavelet transforms useful in biomedical signal processing, as well as biomedical applications of neural networks and chaos theory.

"...covers the most powerful signal detection & estimation methods in use...includes a disk of ANSII C code for ten useful computer programs that look at time-frequency methods , wavelets, and high-resolution methods."

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Booknews

A discussion of the widely used signal processing techniques focusing on biomedical applications written for graduate students studying biomedicine, and so uniquely featuring practical examples and a disk of data sets and ANSII C source code for five computer programs. The text explains time frequency methods, wavelets, high resolution methods, singular value decomposition, principle component analysis, Karhunen-Loeve transforms, and Bayes rules and Neyman-Pearson methods, as well as biomedical applications of neural networks and chaos theory. Practical studies demonstrate applications such as the detection of multiple sclerosis using orthogonal expansion method. Includes appendices of related computer programs, diagrams, theorems, and illustrations. Annotation c. Book News, Inc., Portland, OR (booknews.com)