Biomedical signal analysis
Subtitle: methods and applications
By: Fabian J. Theis and Anke Meyer-Bäse.
Contributors: Meyer-Bäse, Anke.
Publisher: MIT Press
Published: 2009
Place of publication: Cambridge, MA
Language: eng
Number of pages: 420
ISBN-13: 9780262013284
Subjects: Magnetic resonance imaging; Image processing; Diagnostic imaging
Notes: Includes bibliographical references and index.
Table of contents: title: Foundations of medical imaging and signal recording; title: Spectral transformations; title: Information theory and principal component analysis; title: Independent component analysis and blind source separation; title: Dependent component analysis; title: Pattern recognition techniques; title: Fuzzy clustering and genetic algorithms; title: Exploratory data analysis methods for fMRI; title: Low-frequency functional connectivity in fMRI; title: Classification of dynamic breast MR image data; title: Dynamic cerebral contrast-enhanced perfusion MRI; title: Skin lesion classification; title: Microscopic slice image processing and automatic labeling; title: NMR water artifact removal.