Topological principles and developmental algorithms might refine diffusion tractography

Brain Struct Funct. 2019 Jan;224(1):1-8. doi: 10.1007/s00429-018-1759-1. Epub 2018 Sep 27.

Abstract

The identification and reconstruction of axonal pathways in the living brain or "ex-vivo" is promising a revolution in connectivity studies bridging the gap from animal to human neuroanatomy with extensions to brain structural-functional correlates. Unfortunately, the methods suffer from juvenile drawbacks. In this perspective paper we mention several computational and developmental principles, which might stimulate a new generation of algorithms and a discussion bridging the neuroimaging and neuroanatomy communities.

Keywords: Axons; Brain development; Brain pathways; Diffusion MRI; Tractography.

Publication types

  • Review

MeSH terms

  • Algorithms*
  • Animals
  • Axons / physiology
  • Brain / diagnostic imaging*
  • Brain / growth & development
  • Brain Mapping / methods*
  • Diffusion Tensor Imaging / methods*
  • Humans
  • Image Interpretation, Computer-Assisted / methods*
  • Models, Neurological
  • Neural Pathways / diagnostic imaging*
  • Neural Pathways / growth & development
  • Neurogenesis
  • Neuroimaging / methods*
  • Predictive Value of Tests