DocumentCode
440469
Title
Constrained ICA for functional magnetic resonance imaging
Author
Balsi, Marco ; Filosa, Giuseppe ; Valente, Giancarlo ; Pantano, Patrizia
Author_Institution
Dipt. di Ingegneria Elettronica, Universita "La Sapienza", Rome, Italy
Volume
2
fYear
2005
fDate
28 Aug.-2 Sept. 2005
Abstract
Use of physiologically plausible functional constraints on components obtained by functional magnetic resonance scan decomposition is demonstrated to be instrumental in biasing ICA towards more realistic solutions, and to allow to extract only significant components automatically.
Keywords
biomedical MRI; image processing; independent component analysis; constrained ICA; functional constraints; functional magnetic resonance imaging; functional magnetic resonance scan decomposition; Area measurement; Blood flow; Brain; Independent component analysis; Instruments; Magnetic fields; Magnetic resonance; Magnetic resonance imaging; Pathology; Signal to noise ratio;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuit Theory and Design, 2005. Proceedings of the 2005 European Conference on
Print_ISBN
0-7803-9066-0
Type
conf
DOI
10.1109/ECCTD.2005.1522994
Filename
1522994
Link To Document