DocumentCode
139328
Title
Differences in hemispherical thalamo-cortical causality analysis during resting-state fMRI
Author
Anwar, Abdul Rauf ; Muthalib, Makii ; Perrey, Stephane ; Wolff, Stephan ; Deuschl, Guunther ; Heute, Ulrich ; Muthuraman, Muthuraman
Author_Institution
Fac. of Electr. Eng., Digital Signal Process. & Syst. Theor., Univ. of Kiel, Kiel, Germany
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
990
Lastpage
993
Abstract
Thalamus is a very important part of the human brain. It has been reported to act as a relay for the messaging taking place between the cortical and sub-cortical regions of the brain. In the present study, we analyze the functional network between both hemispheres of the brain with the focus on thalamus. We used conditional Granger causality (CGC) and time-resolved partial directed coherence (tPDC) to investigate the functional connectivity. Results of CGC analysis revealed the asymmetry between connection strengths of the bilateral thalamus. Upon testing the functional connectivity of the default-mode network (DMN) at low-frequency fluctuations (LFF) and comparing coherence vectors using Spearman´s rank correlation, we found that thalamus is a better source for the signals directed towards the contralateral regions of the brain, however, when thalamus acts as sink, it is a better sink for signals generated from ipsilateral regions of the brain.
Keywords
biomedical MRI; brain; neurophysiology; CGC analysis; DMN; LFF; Spearman´s rank correlation; asymmetry; bilateral thalamus; brain contralateral regions; brain hemispheres; brain ipsilateral regions; coherence vectors; conditional Granger causality; connection strengths; default-mode network; functional connectivity; functional network; hemispherical thalamo-cortical causality analysis; human brain; low-frequency fluctuations; messaging relay; resting-state fMRI; sub-cortical regions; tPDC; time-resolved partial directed coherence; Brain modeling; Coherence; Correlation; Equations; Mathematical model; Time series analysis; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6943759
Filename
6943759
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