Wavelets in Medicine and Biology  book cover
1st Edition

Wavelets in Medicine and Biology

ISBN 9780367448592
Published December 18, 2020 by Routledge
632 Pages

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Book Description

Considerable attention from the international scientific community is currently focused on the wide ranging applications of wavelets. For the first time, the field's leading experts have come together to produce a complete guide to wavelet transform applications in medicine and biology. Wavelets in Medicine and Biology provides accessible, detailed, and comprehensive guidelines for all those interested in learning about wavelets and their applications to biomedical problems.

Table of Contents

Preface, A. Aldroubi and M. Unser
Wavelet Transform: Theory and Implementation
The Wavelet Transform: A Surfing Guide, A. Aldroubi
A Practical Guide to the Implementation of the Wavelet Transform, M. Unser
Wavelets in Medical Imaging and Tomography
An Application of Wavelet Shrinkage to Tomography, E. Kolaczyk
Wavelet Denoising of Functional MRI Data, M. Hilton, T. Ogden, D. Hattery, G. Eden, and B. Jawerth
Statistical Analysis of Image Differences by Wavelet Decomposition, U.E. Ruttiman, M. Unser, P. Thévenaz, C. Lee, D. Rio, and D. Hommer
Feature Extraction in Digital Mammography, R.A. DeVore, B. Lucier, and Z. Yang
Contrast Enhancement by Multiscale and Nonlinear Operators, J. Fan and A. Laine
Using Wavelets to Suppress Noise in Biomedical Images, M. Malfait
Wavelet Transform and Tomography: Continuous and Discrete Approaches, F. Peyrin and M. Zaim
Wavelets and Local Tomography, C. Berenstein and D. Walnut
Optimal Time-Frequency Projections for Localized Tomography, T. Olson
Adapted Wavelet Techniques for Encoding Magnetic Resonance Images, D. Healy and J. Weaver
Wavelets and Biomedical Signal Processing
Sleep Images Using the Wavelet Transform to Process Polysomnographic Signals, R. Sartene, L. Poupard, J.L. Bernard, and J.C. Wallet
Estimating the Fractal Exponent of Point Processes in Biological Systems Using Wavelet- and Fourier-Transform Methods, M.C. Teich, C. Heneghan, S.B. Lowen, and R.G. Turcott
Point Processes, Long Range Dependence, and Wavelets, P. Abry and P. Flandrin
Continuous Wavelet Transform: ECG Recognition Based on Phase and Modulus Representations and Hidden Markov Models, L. Senhadji, L. Thoraval, and G. Carrault
Interference Canceling in Biomedical Systems: The Mutual Wavelet Packet Approach, M. Karrakchou and M. Kunt
Frame Signal Processing Applied to Bioelectric Data, J.J. Benedetto
Diagnosis of Coronary Artery Disease Using Wavelet-Based Neural Networks, M. Akay

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Aldroubi, Akram | Unser, Michael


"The book is well-produced, and on the whole well-written. It should be useful to research students entering the field, and could be inspiring to mathematics undergraduates interested in real, and indisputably useful, applications of their subject."
-David Griffel,The Mathematical Gazette