Current challenges and opportunities for tractography

Francois Rheault, Philippe Poulin, Alex Valcourt Caron, Etienne St-Onge, Kurt G. Schilling, Laurent Petit, Flavio Dell’Acqua, Alexander Leemans, Maxime Descoteaux

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Abstract

The brain is densely packed with about 160,000km of axons interconnecting brain regions. The complexity of the structural connectivity of the brain, or connectome, is hard to grasp. As presented in this book, diffusion MRI is a unique in vivo and noninvasive approach to investigate the architecture of the white matter anatomy and the connectome. However, diffusion MRI tractography remains in its infancy and is a technology that is changing constantly and users should be aware of possible biases and pitfalls. Hence, tractography still faces important challenges. The purpose of this chapter is to summarize them and raise awareness and inform researchers, users, and clinicians of the limitations present in commonly used tractography methods and promote adequate interpretations of results. Finally, the chapter aims at highlighting opportunities and open problems for future scientific endeavors.

Original languageEnglish
Title of host publicationHandbook of Diffusion MR Tractography
Subtitle of host publicationImaging Methods, Biophysical Models, Algorithms and Applications
PublisherElsevier
Chapter28
Pages565-580
Number of pages16
ISBN (Electronic)9780128188941
ISBN (Print)9780128188958
DOIs
Publication statusPublished - 1 Jan 2025

Keywords

  • Biases
  • Diffusion MRI
  • Limitations
  • Pitfalls
  • Processing
  • Tractography

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