DocumentCode
931304
Title
Complex ICA of Brain Imaging Data [Life Sciences]
Author
Adali, Tülay ; Calhoun, Vince D.
Volume
24
Issue
5
fYear
2007
Firstpage
136
Lastpage
139
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;
fLanguage
English
Journal_Title
Signal Processing Magazine, IEEE
Publisher
ieee
ISSN
1053-5888
Type
jour
DOI
10.1109/SP.2007.904742
Filename
4350234
Link To Document