Literature DB >> 30849528

MEDUSA: A GPU-based tool to create realistic phantoms of the brain microstructure using tiny spheres.

Kévin Ginsburger1, Felix Matuschke2, Fabrice Poupon3, Jean-François Mangin4, Markus Axer2, Cyril Poupon3.   

Abstract

A GPU-based tool to generate realistic phantoms of the brain microstructure is presented. Using a spherical meshing technique which decomposes each microstructural item into a set of overlapping spheres, the phantom construction is made very fast while reliably avoiding the collisions between items in the scene. This novel method is applied to the construction of human brain white matter microstructural components, namely axonal fibers, oligodendrocytes and astrocytes. The algorithm reaches high values of packing density and angular dispersion for the axonal fibers, even in the case of multiple white matter fiber populations and enables the construction of complex biomimicking geometries including myelinated axons, beaded axons, and glial cells. The method can be readily adapted to model gray matter microstructure.
Copyright © 2019 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Diffusion MRI; GPU; Phantom generation; White matter

Mesh:

Year:  2019        PMID: 30849528     DOI: 10.1016/j.neuroimage.2019.02.055

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  6 in total

1.  Realistic Microstructure Simulator (RMS): Monte Carlo simulations of diffusion in three-dimensional cell segmentations of microscopy images.

Authors:  Hong-Hsi Lee; Els Fieremans; Dmitry S Novikov
Journal:  J Neurosci Methods       Date:  2020-12-03       Impact factor: 2.390

2.  DeepACSON automated segmentation of white matter in 3D electron microscopy.

Authors:  Alejandra Sierra; Jussi Tohka; Ali Abdollahzadeh; Ilya Belevich; Eija Jokitalo
Journal:  Commun Biol       Date:  2021-02-10

3.  A simple estimate of axon size with diffusion MRI.

Authors:  Kevin D Harkins; Christian Beaulieu; Junzhong Xu; John C Gore; Mark D Does
Journal:  Neuroimage       Date:  2020-12-08       Impact factor: 6.556

4.  Axon morphology is modulated by the local environment and impacts the noninvasive investigation of its structure-function relationship.

Authors:  Mariam Andersson; Hans Martin Kjer; Jonathan Rafael-Patino; Alexandra Pacureanu; Bente Pakkenberg; Jean-Philippe Thiran; Maurice Ptito; Martin Bech; Anders Bjorholm Dahl; Vedrana Andersen Dahl; Tim B Dyrby
Journal:  Proc Natl Acad Sci U S A       Date:  2020-12-21       Impact factor: 12.779

5.  A simulation study investigating potential diffusion-based MRI signatures of microstrokes.

Authors:  Rafat Damseh; Yuankang Lu; Xuecong Lu; Cong Zhang; Paul J Marchand; Denis Corbin; Philippe Pouliot; Farida Cheriet; Frederic Lesage
Journal:  Sci Rep       Date:  2021-07-09       Impact factor: 4.379

6.  Mapping complex cell morphology in the grey matter with double diffusion encoding MR: A simulation study.

Authors:  A Ianus; D C Alexander; H Zhang; M Palombo
Journal:  Neuroimage       Date:  2021-07-24       Impact factor: 6.556

  6 in total

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