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Biomedical signal analysis : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse.

By: Contributor(s): Material type: TextTextPublication details: Cambridge, Mass. : MIT Press, c2010.Description: xiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cmISBN:
  • 9780262013284 (hardcover : alk. paper)
  • 0262013282 (hardcover : alk. paper)
Subject(s): DDC classification:
  • 616.07/54 22
LOC classification:
  • RC78.7.N83 T445 2010
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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Holdings
Item type Current library Call number Status Date due Barcode
Books Books KMTC:LOITOKITOK CAMPUS RC78.7.N83 T445 2010 (Browse shelf(Opens below)) Available LTK/2746
Books Books KMTC:LOITOKITOK CAMPUS RC78.7.N83 T445 2010 (Browse shelf(Opens below)) Available LTK/2747

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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