Advanced Methods of Biomedical Signal Processing

Advanced Methods of Biomedical Signal Processing

Editor(s): Sergio Cerutti, Carlo Marchesi

Published Online: 13 JUN 2011 09:27AM EST

Print ISBN: 9780470422144

Online ISBN: 9781118007747

DOI: 10.1002/9781118007747

About this Book

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.

Table of contents

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  1. Part I: Fundamentals of Biomedical Signal Processing and Introduction to Advanced Methods

  2. Part II: Points of View of the Physiologist and Clinician

  3. Part III: Models and Biomedical Signals

    1. Chapter 8

      Deconvolution for Physiological Signal Analysis (pages 169–198)

      Giovanni Sparacino, Gianluigi Pillonetto, Giuseppe De Nicolao and Claudio Cobelli

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

  5. Part V: Complexity Analysis and Nonlinear Methods

  6. Part VI: Information Processing of Molecular Biology Data

    1. Chapter 18

      Microarray Data Analysis: General Concepts, Gene Selection, and Classification (pages 443–471)

      Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi and Gianna Toffolo

    2. Chapter 19

      Microarray Data Analysis: Gene Regulatory Networks (pages 473–488)

      Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi and Gianna Toffolo

  7. Part VII: Classification and Feature Extraction

    1. You have free access to this content
    1. You have free access to this content

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