A Survey of Graph Based Complex Brain Network Analysis Using Functional and Diffusional MRI
- 1 Centre for Applied Informatics (CAI), Victoria University, Melbourne, Australia
- 2 College of Engineering and Science, Victoria University, Melbourne, Australia
- 3 Preston University, Islamabad, Pakistan
- 4 Peter Maccallum Cancer Centre, Melbourne, Australia
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.
DOI: https://doi.org/10.3844/ajassp.2017.1186.1208
Copyright: © 2017 Md Rafiqul Islam, Xiaoxia Yin, Anwaar Ulhaq, Yanchun Zhang, Hua Wang, Noreen Anjum and Tomas Kron. This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
- 4,892 Views
- 3,833 Downloads
- 9 Citations
Download
Keywords
- Functional MRI
- Diffusion MRI
- Graph Theory
- Complex Network
- Modality