Title :
Cross-correlation technique to identify activated pixels in a three-condition fMRI task
Author :
Singh, M. ; Jeong, J. ; Al-Dayeh, L. ; Kim, T. ; Colletti, P.
Author_Institution :
Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Most fMRI studies are conducted with a stimulus `on´ and a stimulus `off´ or control state to delineate pixels activated during a two-condition presentation. The authors have developed a novel cross-correlation technique that is not restricted to two conditions and could be applied to delineate pixels activated in multi-condition tasks. A logic-based analysis to form functional images where each pixel shows highest correlation with a specified reference function has also been developed. Using motor stimulation as an example and using right and left hand movements to represent conditions 1 and 2 respectively, and no movement as condition 3, results of images generated through a three-condition processing technique are in good agreement with images generated through two separate two-condition experiments
Keywords :
biomechanics; biomedical MRI; brain; medical image processing; 3-condition processing technique; activated pixels identification; cross-correlation technique; functional MRI; functional images; left hand movements; magnetic resonance imaging; medical diagnostic imaging; motor stimulation; pixels delineation; reference function; right hand movements; Fingers; Image analysis; Image generation; Pixel; Steady-state; Tellurium;
Conference_Titel :
Nuclear Science Symposium, 1998. Conference Record. 1998 IEEE
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-5021-9
DOI :
10.1109/NSSMIC.1998.773862