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.