DocumentCode :
2919951
Title :
Ultrafast method for mapping local functional connectivity hubs in the human brain
Author :
Tomasi, Dardo ; Volkow, Nora D.
Author_Institution :
Nat. Inst. of Alcohol Abuse & Alcoholism, Bethesda, MD, USA
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
4274
Lastpage :
4277
Abstract :
Brain networks with energy-efficient hubs might support the high cognitive performance of humans and a better understanding of their organization is of relevance not only for studying normal brain development and plasticity but also neuropsychiatric disorders. Here we propose an ultra-fast method to map the distribution of the functional connectivity density (FCD) in the human brain. The method was tested in 972 subjects from a large repository of magnetic resonance imaging (MRI) time series collected in resting conditions. Consistently across research sites, a region located in the ventral precuneus was the area with the highest FCD, which suggest that this is a prominent functional hub in the brain. In addition regions located in the paracentral lobule, cuneus, inferior parietal, and posterior cingulate cortices had localized high FCD, suggesting that these regions also include prominent functional connectivity hubs.
Keywords :
biomedical MRI; brain; medical disorders; neural nets; neurophysiology; time series; MRI time series; brain networks; functional connectivity density; high cognitive performance; human brain; inferior parietal; local functional connectivity hubs; magnetic resonance imaging; neuropsychiatric disorders; normal brain development; paracentral lobule; plasticity; posterior cingulate cortices; resting conditions; ultrafast method; ventral precuneus; Correlation; Fluctuations; Humans; Magnetic resonance imaging; Organizations; Time series analysis; Brain; Cognition; Humans; Magnetic Resonance Imaging; Principal Component Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5626180
Filename :
5626180
Link To Document :
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