Biomedical signal analysis : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse.
Material type:
TextPublication details: Cambridge, Mass. : MIT Press, 2009Description: xiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cmISBN: 9780262013284 (hardcover : alk. paper); 0262013282 (hardcover : alk. paper)Subject(s): | Magnetic resonance imaging | Image processing | Diagnostic imagingDDC classification: 616.07/54 LOC classification: RC78.7.N83T445 2009| Item type | Current library | Call number | Status | Date due | Barcode |
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MACHAKOS UNIVERSITY LIBRARY Technical section | RC78.7.N83T445 2009 (Browse shelf (Opens below)) | Available | 32997 |
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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