1.

Record Nr.

UNINA9911019374103321

Titolo

Advanced methods of biomedical signal processing / / edited by Sergio Cerutti, Carlo Marchesi

Pubbl/distr/stampa

Hoboken, N.J., : Wiley

Piscataway, N.J., : IEEE Press, c2011

ISBN

9786613273673

9781118007747

1118007743

9781118007730

1118007735

9781283273671

1283273675

9781118007723

1118007727

Descrizione fisica

1 online resource (606 p.)

Collana

IEEE Press series in biomedical engineering

Altri autori (Persone)

CeruttiSergio

MarchesiCarlo

Disciplina

610.28

Soggetti

Signal processing

Biomedical engineering

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

pt. 1. Fundamentals of biomedical signal processing and introduction to advanced methods -- pt. 2. Points of view of the physiologist and clinician -- pt. 3. Models and biomedical signals -- pt. 4. Time-frequency, time-scale, and wavelet analysis -- pt. 5. Complexity analysis and nonlinear methods -- pt. 6. Information processing of molecular biology data -- pt. 7. Classification and feature extraction.

Sommario/riassunto

"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.