reviewNMR in BiomedicineAug 1, 2010GREEN OA

Twenty‐five pitfalls in the analysis of diffusion MRI data

Cardiff University · Fondazione Santa Lucia

PubMed
Indexed incrossrefpubmed

Abstract

Obtaining reliable data and drawing meaningful and robust inferences from diffusion MRI can be challenging and is subject to many pitfalls. The process of quantifying diffusion indices and eventually comparing them between groups of subjects and/or correlating them with other parameters starts at the acquisition of the raw data, followed by a long pipeline of image processing steps. Each one of these steps is susceptible to sources of bias, which may not only limit the accuracy and precision, but can lead to substantial errors. This article provides a detailed review of the steps along the analysis pipeline and their associated pitfalls. These are grouped into 1 pre-processing of data; 2 estimation of the…

Citation impact

847
total citations
FWCI
36.93
Percentile
100%
References
72
Citations per year

Authors

2

Topics & keywords

Keywords
  • Diffusion MRI
  • Voxel
  • Computer science
  • Pipeline (software)
  • Histogram
  • Diffusion
  • Data mining
  • Artificial intelligence
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