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Biomedical signal analysis [electronic resource] : contemporary methods and applications

By: Contributor(s): Publication details: Cambridge, Mass. : MIT Press, c2010.Description: 1 online resource (xiii, 415 p., [8] p. of plates) : ill. (some col.)ISBN:
  • 9780262259248 (electronic bk.)
  • 0262259249 (electronic bk.)
Subject(s): Online resources:
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.
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Includes bibliographical references and index.

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.

Description based on print version record.

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