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Biomedical signal analysis : contemporary methods and applications

By: Contributor(s): Material type: TextTextPublication details: New Delhi. : MIT Press, c2010.Description: xiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cmISBN:
  • 9788120342637
Subject(s): DDC classification:
  • 616.075 22 THE-B
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 Collection Call number Status Date due Barcode Item holds
Books Books IIITD General Stacks Engineering and Allied Operation 616.075 THE-B (Browse shelf(Opens below)) Available 002347
Total holds: 0

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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