Time Frequency and Wavelets in Biomedical Signal Processing [Hardcover]

Brimming with top articles from experts in signal processing and biomedical engineering, Time Frequency and Wavelets in Biomedical Signal Processing introduces time-frequency, time-scale, wavelet transform methods, and their applications in biomedical signal processing. This edited volume incorporates the most recent developments in the field to illustrate thoroughly how the use of these time-frequency methods is currently improving the quality of medical diagnosis, including technologies for assessing pulmonary and respiratory conditions, EEGs, hearing aids, MRIs, mammograms, X rays, evoked potential signals analysis, neural networks applications, among other topics.

Time Frequency and Wavelets in Biomedical Signal Processing will be of particular interest to signal processing engineers, biomedical engineers, and medical researchers.

Topics covered include:

• Time-frequency analysis methods and biomedical applications
• Wavelets, wavelet packets, and matching pursuits and biomedical applications
• Wavelets and medical imaging
• Wavelets, neural networks, and fractals

List of Contributors.

Preface.

TIME-FREQUENCY ANALYSIS METHODS WITH BIOMEDICAL APPLICATIONS.

Recent Advances in Time-Frequency Representations: SomeTheoretical Foundation (W. Williams).

Biological Applications and Interpretations of Time-Frequency Signal Analysis (W. Williams).

The Application of Advanced Time-Frequency Analysis Techniques to Doppler Ultrasound (S. Marple, et al.).

Analysis of ECG Late Potentials Using Time-Frequency Methods (H. Dickhaus & H. Heinrich).

Time-Frequency Distributions Applied tl³e