Title :
Complex ICA of Brain Imaging Data [Life Sciences]
Author :
Adali, Tülay ; Calhoun, Vince D.
Abstract :
This paper discusses the advantages of independent component analysis over traditional model based data analysis techniques, e.g. linear regression and its applications to functional magnetic resonance imaging (fMRI).
Keywords :
biomedical MRI; brain; independent component analysis; medical image processing; regression analysis; ICA; brain imaging data; fMRI; functional magnetic resonance imaging; independent component analysis; linear regression; Brain modeling; Data analysis; Humans; Independent component analysis; Information analysis; Magnetic resonance imaging; Performance analysis; Robustness; Signal analysis; Signal processing;
Journal_Title :
Signal Processing Magazine, IEEE
DOI :
10.1109/SP.2007.904742
