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Author Theis, Fabian J.
Title Biomedical signal analysis [electronic resource] : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse.
Publication Info. Cambridge, Mass. : MIT Press, c2010.
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOK-Knovel    AVAIL. ONLINE
Description 1 online resource (xiii, 415 p., [8] p. of plates) : ill. (some col.)
Bibliography Includes bibliographical references and index.
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.
Note Description based on print version record.
Subject Magnetic resonance imaging.
Image processing.
Diagnostic imaging.
Magnetic Resonance Imaging -- methods.
Algorithms.
Image Processing, Computer-Assisted.
Added Author Meyer-Bäse, Anke.
Related To Print version: Theis, Fabian J. Biomedical signal analysis. Cambridge, Mass. : MIT Press, c2010 9780262013284 (DLC) 2008055768 (OCoLC)297222796
Standard No. 608360333 647915041 664027474 764535738
ISBN 9780262259248 (electronic bk.)
0262259249 (electronic bk.)
9780262260077 (electronic bk.)
0262260077 (electronic bk.)
9780262013284 (hardcover : alk. paper)
9781615835157 (electronic bk.)
1615835156 (electronic bk.)
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