Pattern recognition of functional brain networks | IEEE Conference Publication | IEEE Xplore

Pattern recognition of functional brain networks


Abstract:

Functional brain network analysis has been a powerful tool for measuring brain function in normal and pathologic states based on resting state fMRI (rsfMRI) data. Recent ...Show More

Abstract:

Functional brain network analysis has been a powerful tool for measuring brain function in normal and pathologic states based on resting state fMRI (rsfMRI) data. Recent advances in pattern recognition and sparse modeling have enabled us to characterize subject-specific functional brain networks and derive clinically useful biomarkers. In this paper, we briefly introduce our recent work in the development of functional brain network analytic techniques, including functional brain network modeling, pattern recognition of functional brain networks, as well as modeling heterogeneous patterns of functional connectivity. Finally, we discuss some current challenges that have received and are likely to receive more attention in the near future.
Date of Conference: 05-09 March 2017
Date Added to IEEE Xplore: 19 June 2017
ISBN Information:
Electronic ISSN: 2379-190X
Conference Location: New Orleans, LA, USA

References

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