Time frequency and wavelets in biomedical signal processing / edited by Metin Akay.

"Endorsed by the IEEE Engineering in Medicine and Biology Society.".

Includes bibliographical references and index.

Time-frequency analysis methods with biomedical applications -- Recent advances in time-frequency representations: some theoretical foundation / William J. Williams -- Biological applications and interpretations of time-frequency signal analysis / William J. Williams -- Application of advanced time-frequency analysis techniques to doppler ultrasound / S. Lawrence Marple, Tom Brotherton, and Doug Jones -- Analysis of EGG late potentials using time-frequency methods / Harmut Dickhaus and Hartmut Heinrich -- Time-frequency distributions applied to uterine EMG: characterization and assessment / Jacques Duchêne and Dominique Devedeux -- Time-grequency analyses of the electrogastrogram / Zhiyue Lin and Jiande Z. Chen -- recent advances in time-frequency and time-scale methods / Claudia Mello and Metin Akay -- Wavelets, Wavelet packets, and matching pursuits with biomedical applications -- Fast algorithms for wavelet transform computation / Olivier Rioul and Pierre Duhamel -- Analysis of cellular vibrations in the living cochlea using the continuous wavelet transform and the short-time fourier transform / M.C. Teich, C. Heneghan, and S.M. Khanna -- Iterative processing method using gabor wavelets and the wavelet transform for the analysis of phonocardiogram signals / Mustafa Matalgah, Jerome Knopp, and Salah Mawagdeh -- Wavelet feature extraction from neurophysiological signals / Mingui Sun and Robert J. Sclabassi -- Experiments with adapted wavelet de-noising for medical signals and images / Ronald R. Coifman and Mladen Victor Wickerhauser -- Speech enhancement for hearing aids / Janet C. Rutledge -- From continuous wavelet transform to wavelet packets: application to the estimation of pulmonary microvascular pressure / Mohsine Karrakchou and Murat Kunt -- In pursuit of time-frequency representation of brain signals / P.J. Durka and K.J. Blinowska -- EEG spike directors based on different decompositions: a comparative study / L. Senhadji, J.J. Bellanger, and G. Carrault -- Wavelets and medical imaging -- Discrete dyadic wavelet transform for multidimensional feature analysis / Iztok Koren and Andrew Laine -- Hexagonal QMF banks and wavelets / Sergio Schuler and Andrew Laine -- Inversion of the radon transform under wavelet constraints / Berkman Sahiner and Andrew E. Yagle -- Wavelets applied to mammograms / Walter B. Richardson -- Hybrid wavelet transform for image enhancement for computer-assisted diagnosis and telemedicine applications / Laurence P. Clarke ... [et al.] -- Medical image enhancement using wavelet transform and arithmedic coding / Pongskorn Saipetch ... [et al.] -- Adapted wavelet encoding in functional magnetic resonance imaging / Dennis M. Healy, Douglas W. Warner, and John B. Weaver -- Tutorial overview of a stabilization algorithm for limited-angle tomography / Tom Olson -- Wavelet compression of medical images / Armando Manduca -- Wavelets, neural networks, and fractals -- Single side scaling wavelet frame and neural network / Qinghua Zhang -- Analysis of evoked potentials using wavelet networks / Hartmut Heinrich and Hartmut Dickhaus -- Self-organizing wavelet-based neural networks / Kunikazu Kobayashi -- On wavelets and fractal processes / Patrick Flandrin -- Fractal analysis of heart rate variability / Russell Fischer and Metin Akay.

""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. ; ; For more information on the IEEE Press Series in Biomedical Engineering edited by Metin Akay, go to http://www.caip.rutgers.edu/7Eakay/book/""--Publisher description.

Machine converted from AACR2 source record.