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

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

In diffusion MRI analysis, advances in biophysical multi-compartment modeling have gained popularity over the conventional Diffusion Tensor Imaging (DTI), because they can obtain a greater specificity in relating the dMRI signal to underlying cellular microstructure. Biophysical multi-compartment mo...

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Bibliographic Details
Main Authors: Robbert L. Harms, Alard Roebroeck
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Neuroinformatics
Subjects:
Markov Chain Monte Carlo (MCMC) sampling
diffusion MRI
microstructure
biophysical compartment models
parallel computing
GPU computing
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2018.00097/full

Internet

https://www.frontiersin.org/article/10.3389/fninf.2018.00097/full

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