TY  - BOOK
AU  - Semmlow,John L.
AU  - Griffel,Benjamin
TI  - Biosignal and medical image processing
SN  - 9781466567368 (hardcover : alk. paper)
U1  - 616.0754 23
PY  - 2014///
CY  - Boca Raton
PB  - CRC Press
KW  - Imaging systems in medicine.
KW  - Image processing
N1  - Includes bibliographical references and index; 1. Introduction --
2. Biosignals measurements, noise and analysis --
3. Spectral analysis : classical methods --
4. Noise Reduction and Digital filters --
5. Modern Spectral analysis : The search for narrowband signals --
6. Time-frequency analysis --
7. Wavelet analysis --
8. Optimal and adaptive filters --
9. Multivariate analyses : principal component analysis and independent component analysis --
10. Chaos and nonlinear dynamics --
11. Nonlinearity detection: information-based methods --
12. Fundamentals of image processing: mThe MATLAB image processing toolbox --
13. Image processing: filters, transformations, and registration --
14. Image segmentation --
15. Image acquisition and reconstruction --
16. Classification I : linear discriminant analysis and support vector machines --
17. Classification II: adaptive Neural nets --
Appendices
N2  - This third edition of a bestseller offers comprehensive coverage of the major approaches in biomedical signal and image processing. It provides a complete set of signal processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classifying signals, including entropy-based methods and scaling methods. This edition covers data "cleaning" methods commonly used in such areas as heart rate variability studies, along with actual examples. It also includes new end-of-chapter problems
ER  -