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Theis, Fabian J.

Biomedical signal analysis : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse. - Cambridge, Mass. : MIT Press, c2010. New Delhi: PHI Learning, 2011. - xiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cm.

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.

ISBN: 9780262013284 (hardcover : alk. paper) 0262013282 (hardcover : alk. paper) 9788120342637

LCCN: 2008055768

Nat. Bib. No.: GBA976410 bnb

Nat. Bib. Agency Control No.: 015341357 Uk

Subjects--Topical Terms:
Engineering
Magnetic resonance imaging.
Image processing.
Diagnostic imaging.

LC Class. No.: RC78.7.N83 / T445 2010

Dewey Class. No.: 616.754 / THB