Title :
Localization of brain activity by temporal anti-correlation with the posterior cingulate cortex
Author :
Shijie Wang ; Zhiqiang Zhang ; Guangming Lu ; Limin Luo
Author_Institution :
Southeast Univ., Nanjing
Abstract :
The default mode network of brain function hypothesis has recently attracted more attention in the neuro- science community. In this study, we addressed a new data- driven method that based on temporal anti-correlation with the posterior cingulate cortex, one node of the default mode network, to localize the brain activation related to task and spontaneous epileptic discharges. The experimental results of real fMRI data analysis show not only the task-related activation region can be robustly recognized without any prior information on the functional activation paradigm, but also the epileptogenic zone in some patients with frequent interictal epileptiform discharges can be localized reliably using resting- state fMRI without EEG.
Keywords :
biomedical MRI; brain; neurophysiology; MRI; brain activity; brain function hypothesis; data driven method; default mode network; epileptic discharge; epileptogenic zone; functional activation paradigm; interictal epileptiform discharge; magnetic resonance imaging; posterior cingulate cortex; temporal anti-correlation; Brain; Data analysis; Epilepsy; Hemodynamics; Image analysis; Independent component analysis; Neuroscience; Positron emission tomography; Principal component analysis; Robustness; Adult; Algorithms; Brain Mapping; Epilepsy, Frontal Lobe; Female; Gyrus Cinguli; Humans; Image Interpretation, Computer-Assisted; Magnetic Resonance Imaging; Male; Nerve Net; Statistics as Topic; Time Factors;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353520