DocumentCode :
2252757
Title :
Hub of functional network changes from real-time fMRI neurofeedback on heavy smokers
Author :
Dong-Youl Kim ; Jong-Hwan Lee
Author_Institution :
Dept. of Brain & Cognitive Eng., Korea Univ., Seoul, South Korea
fYear :
2015
fDate :
12-14 Jan. 2015
Firstpage :
1
Lastpage :
2
Abstract :
Real-time functional magnetic resonance imaging (rtfMRI) neurofeedback (NF) has widely been adopted to regulate the neuronal activity (NA) within regions-of-interest. Despite the fact that functional connectivity (FC) changes via rtfMRI-NF, there was no study to explicitly provide the FC patterns as NF signals. Therefore, both NA and FC patterns were adopted as feedback signal to investigate a potential utility of the FC-enabled rtfMRI-NF. To compare two different conditions (i.e., traditional rtfMRI-NF based on only NA and proposed rtfMRI-NF considering both NA and FC) from fourteen heavy smokers, the FC via pair-wise correlation from group ICA was compared between two NF conditions fixing a stimulus. The components including precuneus were shown significant difference (p <; 10-3) between NF conditions, commonly estimated across 12 different stimuli. This result would indicate that the hub of functional network changes depending on NF types for smoking addiction is localized into a part of precuneus.
Keywords :
biomedical MRI; medical signal processing; neurophysiology; recurrent neural nets; NF signals; functional connectivity changes; functional network changes; heavy smokers; neuronal activity; pair-wise correlation; real-time fMRI neurofeedback; real-time functional magnetic resonance imaging neurofeedback; regions-of-interest; smoking addiction; Data analysis; Decision support systems; Magnetic resonance imaging; Neurofeedback; Real-time systems; Functional magnetic resonance imaging; functional connectivity; neuronal activity; real-time fMRI neurofeedback;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Brain-Computer Interface (BCI), 2015 3rd International Winter Conference on
Conference_Location :
Sabuk
Print_ISBN :
978-1-4799-7494-8
Type :
conf
DOI :
10.1109/IWW-BCI.2015.7073046
Filename :
7073046
Link To Document :
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