Biomedical signal analysis : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse.
Material type:
TextPublication details: Cambridge, Mass. : MIT Press, 2009.Description: xiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cmISBN: - 9780262013284 (hardcover : alk. paper)
- 0262013282 (hardcover : alk. paper)
- 616.07/54 22 THE-B 2009 3826
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Electrical Engineering E Shelf No.35 | Book | 616.07/54 THE-B 2009 3826 (Browse shelf(Opens below)) | 1 | Available | 3826 | |||
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Electrical Engineering E Shelf No.35 | Book | 616.07/54 THE-B 2010 6433 (Browse shelf(Opens below)) | 2 | Available | 6433 |
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.