• 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