Advanced Methods of Biomedical Signal Processing ( IEEE Press Series on Biomedical Engineering )

Publication series :IEEE Press Series on Biomedical Engineering

Author: Sergio Cerutti  

Publisher: John Wiley & Sons Inc‎

Publication year: 2011

E-ISBN: 9781118007723

P-ISBN(Hardback):  9780470422144

Subject: R318.04 biological information, biological control

Language: ENG

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Description

This book grew out of the IEEE-EMBS Summer Schools on Biomedical Signal Processing, which have been held annually since 2002 to provide the participants state-of-the-art knowledge on emerging areas in biomedical engineering. Prominent experts in the areas of biomedical signal processing, biomedical data treatment, medicine, signal processing, system biology, and applied physiology introduce novel techniques and algorithms as well as their clinical or physiological applications.

The book provides an overview of a compelling group of advanced biomedical signal processing techniques, such as multisource and multiscale integration of information for physiology and clinical decision; the impact of advanced methods of signal processing in cardiology and neurology; the integration of signal processing methods with a modelling approach; complexity measurement from biomedical signals; higher order analysis in biomedical signals; advanced methods of signal and data processing in genomics and proteomics; and classification and parameter enhancement.

Chapter

CONTENTS

pp.:  1 – 7

Preface

pp.:  7 – 19

Contributors

pp.:  19 – 25

Part III. Models and Biomedical Signals

pp.:  89 – 127

Part IV. Time-Frequency, Time-Scale, and Wavelet Analysis

pp.:  127 – 227

Part V. Complexity Analysis and Nonlinear Methods

pp.:  227 – 317

Part VI. Information Processing of Molecular Biology Data

pp.:  317 – 455

Part VII. Classification and Feature Extraction

pp.:  455 – 537

Index

pp.:  537 – 599

IEEE Press Series in Biomedical Engineering

pp.:  599 – 605

LastPages

pp.:  605 – 606

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