The Resource Advanced methods of biomedical signal processing, edited by Sergio Cerutti, Carlo Marchesi, (electronic resource)

Advanced methods of biomedical signal processing, edited by Sergio Cerutti, Carlo Marchesi, (electronic resource)

Label
Advanced methods of biomedical signal processing
Title
Advanced methods of biomedical signal processing
Statement of responsibility
edited by Sergio Cerutti, Carlo Marchesi
Contributor
Provider
Publisher
Subject
Genre
Language
eng
Summary
"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"--Provided by publisher
Member of
Cataloging source
DG1
Illustrations
illustrations
Index
index present
LC call number
R857.S47
LC item number
A37 2011
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
  • 2011 F-798
  • QT 26.5
http://library.link/vocab/relatedWorkOrContributorName
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
  • Cerutti, Sergio
  • Marchesi, Carlo
Series statement
IEEE Press series in biomedical engineering
http://library.link/vocab/subjectName
  • Signal processing
  • Biomedical engineering
Label
Advanced methods of biomedical signal processing, edited by Sergio Cerutti, Carlo Marchesi, (electronic resource)
Instantiates
Publication
Note
Made available via IEEE Xplore Digital Library
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Front Matter -- Fundamentals of Biomedical Signal Processing and Introduction to Advanced Methods. Methods of Biomedical Signal Processing: Multiparametric and Multidisciplinary Integration toward a Better Comprehension of Pathophysiological Mechanisms / Sergio Cerutti -- Data, Signals, and Information: Medical Applications of Digital Signal Processing / Carlo Marchesi, Matteo Paoletti, Loriano Galeotti -- Points of View of the Physiologist and Clinician. Methods and Neurons / Gahriele E M Biella -- Evaluation of the Autonomic Nervous System: From Algorithms to Clinical Practice / Maria Teresa La Rovere -- Models and Biomedical Signals. Parametric Models for the Analysis of Interactions in Biomedical Signals / Giuseppe Baselli, Alberto Porta, Paolo Bolzern -- Use of Interpretative Models in Biological Signal Processing / Mauro Ursino -- Multimodal Integration of EEG, MEG, and Functional MRI in the Study Of Human Brain Activity / Fabio Babiloni, Fahrizio De Vico Fallani, Febo Cincotti -- Deconvolution for Physiological Signal Analysis / Giovanni Sparacino, Gianluigi Pillonetto, Giuseppe De Nicolao, Claudio Cobelli -- Time-Frequency, Time-Scale, and Wavelet Analysis. Linear Time-Frequency Representation / Maurizio Varanini -- Quadratic Time-Frequency Representation / Luca Mainardi -- Time-Variant Spectral Estimation / Anna M Bianchi -- Complexity Analysis and Nonlinear Methods. Dynamical Systems and Their Bifurcations / Fabio Dercole, Sergio Rinaldi -- Fractal Dimension: From Geometry to Physiology / Rita Balocchi -- Nonlinear Analysis of Experimental Time Series / Maria Gabriella Signorini, Manuela Ferrario -- Blind Source Separation: Application to Biomedical Signals / Luca Mesin, Ale( Holohar, Roberto Merletti -- Higher Order Spectra / Giovanni Calcagnini, Federica Censi -- Information Processing of Molecular Biology Data. Molecular Bioengineering and Nanobioscience: Data Analysis and Processing Methods / Carmelina Ruggiero -- Microarray Data Analysis: General Concepts, Gene Selection, and Classification / Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Gianna Toffolo -- Microarray Data Analysis: Gene Regulatory Networks / Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Gianna Toffolo -- Biomolecular Sequence Analysis / Linda Pattini, Sergio Cerutti -- Classification and Feature Extraction. Soft Computing in Signal and Data Analysis: Neural Networks, Neuro-Fuzzy Networks, and Genetic Algorithms / Giovanni Magenes, Francesco Lunghi, Stefano Ramat -- Interpretation and Classification of Patient Status Patterns / Matteo Paoletti, Carlo Marchesi -- Index -- IEEE Press Series in Biomedical Engineering
Dimensions
unknown
Extent
1 online resource (xxv, 576 p.)
Form of item
online
Isbn
9781118007723
Other physical details
ill.
Specific material designation
remote
Stock number
10.1002/9781118007747
System control number
  • (OCoLC)739118471
  • (OCoLC)ocn739118471
Label
Advanced methods of biomedical signal processing, edited by Sergio Cerutti, Carlo Marchesi, (electronic resource)
Publication
Note
Made available via IEEE Xplore Digital Library
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Front Matter -- Fundamentals of Biomedical Signal Processing and Introduction to Advanced Methods. Methods of Biomedical Signal Processing: Multiparametric and Multidisciplinary Integration toward a Better Comprehension of Pathophysiological Mechanisms / Sergio Cerutti -- Data, Signals, and Information: Medical Applications of Digital Signal Processing / Carlo Marchesi, Matteo Paoletti, Loriano Galeotti -- Points of View of the Physiologist and Clinician. Methods and Neurons / Gahriele E M Biella -- Evaluation of the Autonomic Nervous System: From Algorithms to Clinical Practice / Maria Teresa La Rovere -- Models and Biomedical Signals. Parametric Models for the Analysis of Interactions in Biomedical Signals / Giuseppe Baselli, Alberto Porta, Paolo Bolzern -- Use of Interpretative Models in Biological Signal Processing / Mauro Ursino -- Multimodal Integration of EEG, MEG, and Functional MRI in the Study Of Human Brain Activity / Fabio Babiloni, Fahrizio De Vico Fallani, Febo Cincotti -- Deconvolution for Physiological Signal Analysis / Giovanni Sparacino, Gianluigi Pillonetto, Giuseppe De Nicolao, Claudio Cobelli -- Time-Frequency, Time-Scale, and Wavelet Analysis. Linear Time-Frequency Representation / Maurizio Varanini -- Quadratic Time-Frequency Representation / Luca Mainardi -- Time-Variant Spectral Estimation / Anna M Bianchi -- Complexity Analysis and Nonlinear Methods. Dynamical Systems and Their Bifurcations / Fabio Dercole, Sergio Rinaldi -- Fractal Dimension: From Geometry to Physiology / Rita Balocchi -- Nonlinear Analysis of Experimental Time Series / Maria Gabriella Signorini, Manuela Ferrario -- Blind Source Separation: Application to Biomedical Signals / Luca Mesin, Ale( Holohar, Roberto Merletti -- Higher Order Spectra / Giovanni Calcagnini, Federica Censi -- Information Processing of Molecular Biology Data. Molecular Bioengineering and Nanobioscience: Data Analysis and Processing Methods / Carmelina Ruggiero -- Microarray Data Analysis: General Concepts, Gene Selection, and Classification / Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Gianna Toffolo -- Microarray Data Analysis: Gene Regulatory Networks / Riccardo Bellazzi, Silvio Bicciato, Claudio Cobelli, Barbara Di Camillo, Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Gianna Toffolo -- Biomolecular Sequence Analysis / Linda Pattini, Sergio Cerutti -- Classification and Feature Extraction. Soft Computing in Signal and Data Analysis: Neural Networks, Neuro-Fuzzy Networks, and Genetic Algorithms / Giovanni Magenes, Francesco Lunghi, Stefano Ramat -- Interpretation and Classification of Patient Status Patterns / Matteo Paoletti, Carlo Marchesi -- Index -- IEEE Press Series in Biomedical Engineering
Dimensions
unknown
Extent
1 online resource (xxv, 576 p.)
Form of item
online
Isbn
9781118007723
Other physical details
ill.
Specific material designation
remote
Stock number
10.1002/9781118007747
System control number
  • (OCoLC)739118471
  • (OCoLC)ocn739118471

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...