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Complex Brain Network Analysis and Its Applications to Brain Disorders: A Survey

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  • Jin Liu
  • Min Li
  • Yi Pan
  • Wei Lan
  • Ruiqing Zheng
  • Fang-Xiang Wu
  • Jianxin Wang

Abstract

It is well known that most brain disorders are complex diseases, such as Alzheimer’s disease (AD) and schizophrenia (SCZ). In general, brain regions and their interactions can be modeled as complex brain network, which describe highly efficient information transmission in a brain. Therefore, complex brain network analysis plays an important role in the study of complex brain diseases. With the development of noninvasive neuroimaging and electrophysiological techniques, experimental data can be produced for constructing complex brain networks. In recent years, researchers have found that brain networks constructed by using neuroimaging data and electrophysiological data have many important topological properties, such as small-world property, modularity, and rich club. More importantly, many brain disorders have been found to be associated with the abnormal topological structures of brain networks. These findings provide not only a new perspective to explore the pathological mechanisms of brain disorders, but also guidance for early diagnosis and treatment of brain disorders. The purpose of this survey is to provide a comprehensive overview for complex brain network analysis and its applications to brain disorders.

Suggested Citation

  • Jin Liu & Min Li & Yi Pan & Wei Lan & Ruiqing Zheng & Fang-Xiang Wu & Jianxin Wang, 2017. "Complex Brain Network Analysis and Its Applications to Brain Disorders: A Survey," Complexity, Hindawi, vol. 2017, pages 1-27, October.
    • Handle: RePEc:hin:complx:8362741
    DOI: 10.1155/2017/8362741
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    1. Matthew F. Glasser & Timothy S. Coalson & Emma C. Robinson & Carl D. Hacker & John Harwell & Essa Yacoub & Kamil Ugurbil & Jesper Andersson & Christian F. Beckmann & Mark Jenkinson & Stephen M. Smith , 2016. "A multi-modal parcellation of human cerebral cortex," Nature, Nature, vol. 536(7615), pages 171-178, August.
    2. Eric van Diessen & Willemiek J E M Zweiphenning & Floor E Jansen & Cornelis J Stam & Kees P J Braun & Willem M Otte, 2014. "Brain Network Organization in Focal Epilepsy: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-21, December.
    3. Jonah Lehrer, 2009. "Neuroscience: Making connections," Nature, Nature, vol. 457(7229), pages 524-527, January.
    4. Nikos K. Logothetis, 2008. "What we can do and what we cannot do with fMRI," Nature, Nature, vol. 453(7197), pages 869-878, June.
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