Disimpy: A massively parallel Monte Carlo simulator for generating diffusion-weighted MRI data in Python.
Leevi KerkeläFabio NeryMatt G. HallChris A. ClarkPublished in: J. Open Source Softw. (2020)
Keyphrases
- monte carlo
- massively parallel
- mri data
- diffusion weighted
- magnetic resonance images
- mr images
- dw mri
- white matter
- magnetic resonance imaging
- dt mri
- tensor field
- mr imaging
- brain white matter
- fine grained
- medical images
- parallel computing
- magnetic resonance
- markov chain
- diffusion tensor
- brain tissue
- medical imaging
- fully automatic
- parallel machines
- synthetic data
- distribution function
- high resolution
- image data
- human brain
- diffusion tensor images
- affine invariant
- particle filter
- probabilistic model
- corpus callosum
- machine learning
- x ray
- diffusion coefficient
- image processing
- decision making