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Strategies and Challenges in DTI Analysis

Publication date: 2015-01-01
Pages: 153 - 173
ISSN: 9781493931170
Publisher: Springer; New York

Author:

Van Hecke, Wim
Emsell, Louise ; Van Hecke, Wim ; Emsell, Louise ; Sunaert, Stefan

Keywords:

Region-of-interest, Tractography, Histogram, Voxel-based analysis

Abstract:

There are many approaches for extracting useful visual and quantitative information from diffusion MRI imaging data reconstructed using the diffusion tensor imaging (DTI) method, including whole-brain, regional, and voxel-based approaches. However, the broad range of analysis approaches available and heterogeneous functionality in software tools developed to apply them make analyzing and interpreting DTI data particularly challenging. This chapter provides an overview of the major DTI analysis techniques, including region-of-interest, tractography, and voxel-based analysis (VBA), as well as their strengths and weaknesses. Additionally, the chapter provides practical guidance on considerations that should be taken into account when choosing how to analyze DTI data, supported by a visual decision scheme and software checklist.