Biomedical signal analysis contemporary methods and applications

• Main Author: Theis, Fabian J.
• Other Authors: Meyer-Bäse, Anke
• Format: eBook
• Language: English
• Published: Cambridge, Mass. : MIT Press, c2010.
• Subjects: Magnetic resonance imaging.; Image processing.; Diagnostic imaging.; elektronické knihy; electronic books
• ISBN: 9780262259248; 9780262260077; 9781615835157
• Physical Description: 1 online zdroj (xiii, 415 p., [8] p. of plates) : ill. (some col.)

Table of 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.