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Biomedical signal analysis : contemporary methods and applications

By: Theis, Fabian J.
Contributor(s): Meyer-Bäse, Anke.
Material type: materialTypeLabelBookPublisher: New Delhi. : MIT Press, c2010Description: xiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cm.ISBN: 9788120342637.Subject(s): Magnetic resonance imaging | Image processing | Diagnostic imaging
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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Books Books IIITD
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Engineering and Allied Operation 616.075 THE-B (Browse shelf) Available 002347
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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.

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