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Biomedical signal analysis : contemporary methods and applications Preview this item
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Biomedical signal analysis : contemporary methods and applications

Author: Fabian J Theis; Anke Meyer-Bäse
Publisher: Cambridge, Mass. : MIT Press, ©2010.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:

A comprehensive introduction to innovative methods in the field of biomedical signal analysis, covering both theory and practice.

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Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Theis, Fabian J.
Biomedical signal analysis.
Cambridge, Mass. : MIT Press, c2010
(DLC) 2008055768
(OCoLC)297222796
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Fabian J Theis; Anke Meyer-Bäse
ISBN: 9780262259248 0262259249 9780262260077 0262260077 9781615835157 1615835156
OCLC Number: 646068742
Description: 1 online resource (xiii, 415 p., [8] p. of plates) : ill. (some col.)
Contents: Foundations of medical imaging and signal recording --
Spectral transformations --
Information theory and principal component analysis --
Independent component analysis and blind source separation --
Dependent component analysis --
Pattern recognition techniques --
Fuzzy clustering and genetic algorithms --
Exploratory data analysis methods for fMRI --
Low-frequency functional connectivity in fMRI --
Classification of dynamic breast MR image data --
Dynamic cerebral contrast-enhanced perfusion MRI --
Skin lesion classification --
Microscopic slice image processing and automatic labeling --
NMR water artifact removal.
Responsibility: Fabian J. Theis and Anke Meyer-Bäse.
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