Robust and Fast Markov Chain Monte Carlo Sampling of Diffusion MRI Microstructure Models

Robbert L. Harms*, Alard Roebroeck

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Article number97
Number of pages18
JournalFrontiers in Neuroinformatics
Volume12
DOIs
Publication statusPublished - 18 Dec 2018

Keywords

  • Markov Chain Monte Carlo (MCMC) sampling
  • diffusion MRI
  • microstructure
  • biophysical compartment models
  • parallel computing
  • GPU computing
  • WHITE-MATTER
  • AXON DIAMETER
  • OPTIMIZATION
  • ERGODICITY
  • FRAMEWORK
  • DENSITY
  • SIGNAL

Cite this

@article{d75f3c1bb32d4c91b4b93d890b2cee66,
title = "Robust and Fast Markov Chain Monte Carlo Sampling of Diffusion MRI Microstructure Models",
keywords = "Markov Chain Monte Carlo (MCMC) sampling, diffusion MRI, microstructure, biophysical compartment models, parallel computing, GPU computing, WHITE-MATTER, AXON DIAMETER, OPTIMIZATION, ERGODICITY, FRAMEWORK, DENSITY, SIGNAL",
author = "Harms, {Robbert L.} and Alard Roebroeck",
year = "2018",
month = "12",
day = "18",
doi = "10.3389/fninf.2018.00097",
language = "English",
volume = "12",
journal = "Frontiers in Neuroinformatics",
issn = "1662-5196",
publisher = "Frontiers Media S.A.",

}

Robust and Fast Markov Chain Monte Carlo Sampling of Diffusion MRI Microstructure Models. / Harms, Robbert L.; Roebroeck, Alard.

In: Frontiers in Neuroinformatics, Vol. 12, 97, 18.12.2018.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Robust and Fast Markov Chain Monte Carlo Sampling of Diffusion MRI Microstructure Models

AU - Harms, Robbert L.

AU - Roebroeck, Alard

PY - 2018/12/18

Y1 - 2018/12/18

KW - Markov Chain Monte Carlo (MCMC) sampling

KW - diffusion MRI

KW - microstructure

KW - biophysical compartment models

KW - parallel computing

KW - GPU computing

KW - WHITE-MATTER

KW - AXON DIAMETER

KW - OPTIMIZATION

KW - ERGODICITY

KW - FRAMEWORK

KW - DENSITY

KW - SIGNAL

U2 - 10.3389/fninf.2018.00097

DO - 10.3389/fninf.2018.00097

M3 - Article

VL - 12

JO - Frontiers in Neuroinformatics

JF - Frontiers in Neuroinformatics

SN - 1662-5196

M1 - 97

ER -