Biomedical signal analysis contemporary methods and applications
Theis, Fabian J.
Biomedical signal analysis contemporary methods and applications [electronic resource] : - Cambridge, Mass. : MIT Press, c2010. - 1 online resource (xiii, 415 p., [8] p. of plates) : ill. (some col.).
Description based on print version record.
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.
9780262259248 (electronic bk.) 0262259249 (electronic bk.)
Magnetic resonance imaging.
Image processing.
Diagnostic imaging.
Biomedical signal analysis contemporary methods and applications [electronic resource] : - Cambridge, Mass. : MIT Press, c2010. - 1 online resource (xiii, 415 p., [8] p. of plates) : ill. (some col.).
Description based on print version record.
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.
9780262259248 (electronic bk.) 0262259249 (electronic bk.)
Magnetic resonance imaging.
Image processing.
Diagnostic imaging.