Time Frequency and Wavelets in Biomedical Signal Processing

Content:
 Front Matter 
• Preface 
• Table of Contents 
•Part I. Time-Frequency Analysis Methods with Biomedical Applications
 1. Recent Advances in Time-Frequency Representations: Some Theoretical Foundations 
 2. Biological Applications and Interpretations of Time-Frequency Signal Analysis 
 3. The Application of Advanced Time- Frequency Analysis Techniques to Doppler Ultrasound 
 4. Analysis of ECG Late Potentials Using Time-Frequency Methods 
 5. Time-Frequency Distributions Applied to Uterine EMG: Characterization and Assessment 
 6. Time-Frequency Analyses of the Electrogastrogram 
 7. Recent Advances in Time-Frequency and Time-Scale Methods 
•Part II. Wavelets, Wavelet Packets, and Matching Pursuits with Biomedical Applications
 8. Fast Algorithms for Wavelet Transform Computation 
 9. Analysis of Cellular Vibrations in the Living Cochlea Using the Continuous Wavelet Transform and the Short-Time Fourier Transform 
 10. Iterative Processing Method Using Gabor Wavelets and the Wavelet Transform for the Analysis of Phonocardiogram Signals 
 11. Wavelet Feature Extraction from Neurophysiological Signals 
 12. Experiments with Adapted Wavelet De-Noising for Medical Signals and Images 
 13. Speech Enhancement for Hearing Aids 
 14. From Continuous Wavelet Transform to Wavelet Packets: Application to the Estimation of Pulmonary Microvascular Pressure 
 15. In Pursuit of Time-Frequency Representation of Brain Signals 
 16. EEG Spike Detectors Based on Different Decompositions: A Comparative Study 
•Part III. Wavelets and Medical Imaging
 17. A Discrete Dyadic Wavelet Transform for Multidimensional Feature Analysis 
 18. Hexagonal QMF Banks and Wavelets 
 19. Inversion of the Radon Transform under Wavelet Constraints 
 20. Wavelets Applied to Mammograms 
 21. Hybrid Wavelet Transform for Image Enhancement for Computer-Assisted Diagnosis and Telemedicine Applications 
 22. Medical Image Enhancement Using Wavelet Transform and Arithmetic Coding 
 23. Adapted Wavelet Encoding in Functional Magnetic Resonance Imaging 
 24. A Tutorial Overview of a Stabilization Algorithm for Limited-Angle Tomography 
 25. Wavelet Compression of Medical Images 
•Part IV. Wavelets, Neural Networks and Fractals
 26. Single Side Scaling Wavelet Frame and Neural Network 
 27. Analysis of Evoked Potentials Using Wavelet Networks 
 28. Self-Organizing Wavelet-Based Neural Networks 
 29. On Wavelets and Fractal Processes 
 30. Fractal Analysis of Heart Rate Variability 
 Index 
• Editor's Biography