TY - BOOK AU - Theis,Fabian J. AU - Meyer-Bäse,Anke TI - Biomedical signal analysis: contemporary methods and applications SN - 9780262013284 (hardcover : alk. paper) AV - RC78.7.N83 T445 2010 U1 - 616.07/54 22 PY - 2010/// CY - Cambridge, Mass. PB - MIT Press KW - Magnetic resonance imaging KW - Image processing KW - Diagnostic imaging N1 - 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 ER -