Biomedical signal analysis : contemporary methods and applications /
Theis, Fabian J.
Biomedical signal analysis : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse. - Cambridge, Mass. : MIT Press, c2010. - 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.
9780262013284 (hardcover : alk. paper) 0262013282 (hardcover : alk. paper)
2008055768
GBA976410 bnb
015341357 Uk
Magnetic resonance imaging.
Image processing.
Diagnostic imaging.
RC78.7.N83 / T445 2010
616.07/54
Biomedical signal analysis : contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse. - Cambridge, Mass. : MIT Press, c2010. - 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.
9780262013284 (hardcover : alk. paper) 0262013282 (hardcover : alk. paper)
2008055768
GBA976410 bnb
015341357 Uk
Magnetic resonance imaging.
Image processing.
Diagnostic imaging.
RC78.7.N83 / T445 2010
616.07/54