A survey of graph based complex brain network analysis using functional and diffusional MRI

Md Rafiqul Islam, Xiaoxia Yin, Anwaar Ul-Haq, Yanchun Zhang, Hua Wang, Noreen Anjum, Thomas Kron

Research output: Contribution to journalReview article

3 Downloads (Pure)

Abstract

The brain network is the function of a structurally and functionally organized complex system. Its structure and activity analysis is one of the most significant challenges. The graph based techniques of brain complex networks have been successfully used in various types of image and medical data analysis. In this survey paper, we focus on a comprehensive study of the analytical methods for complex brain network based on graph theory. This review paper is intended to provide automated brain disease diagnosis based on functional and diffusional MRI modalities. Furthermore, we discuss subjective and objective quality evaluations of complex brain networks, important tools for automated brain disease diagnosis, challenging issues and future research directions in this increasingly evolving research field.
Original languageEnglish
Pages (from-to)1186-1208
Number of pages23
JournalAmerican Journal of Applied Sciences
Volume14
Issue number12
DOIs
Publication statusPublished - 2017

Fingerprint Dive into the research topics of 'A survey of graph based complex brain network analysis using functional and diffusional MRI'. Together they form a unique fingerprint.

  • Cite this