Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference.
Vaanathi SundaresanLudovica GriffantiPetya KindalovaFidel Alfaro-AlmagroGiovanna ZamboniPeter M. RothwellThomas E. NicholsMark JenkinsonPublished in: NeuroImage (2019)
Keyphrases
- bayesian inference
- white matter
- mri images
- magnetic resonance images
- mri data
- gray matter
- brain tissue
- magnetic resonance imaging
- probabilistic model
- human brain
- mr images
- prior information
- diffusion tensor
- medical images
- brain images
- diffusion tensor imaging
- brain tumors
- medical imaging
- random variables
- mr brain images
- cerebrospinal fluid
- particle filter
- probability distribution
- magnetic resonance
- brain mr images
- image data
- high resolution
- morphological operations
- medical image analysis
- fully automatic
- image registration
- multiscale
- data sets