Validation of a Regression Technique for Segmentation of White Matter Hyperintensities in Alzheimer's Disease.
Mahsa DadarTharick A. PascoalSarinporn ManitsirikulKaren MisquittaVladimir S. FonovMaria Carmela TartagliaJohn BreitnerPedro Rosa-NetoOwen T. CarmichaelCharles DeCarliD. Louis CollinsPublished in: IEEE Trans. Medical Imaging (2017)
Keyphrases
- white matter
- multiple sclerosis
- gray matter
- brain mri
- cerebrospinal fluid
- corpus callosum
- magnetic resonance images
- grey matter
- human brain
- partial volume effects
- mri data
- diffusion tensor mri
- diffusion tensor images
- diffusion tensor
- fiber bundles
- diffusion imaging
- mr brain images
- amyotrophic lateral sclerosis
- dt mri
- partial volume
- medical images
- mr images
- diffusion tensor imaging
- cortical thickness
- image segmentation
- brain tissue
- segmentation algorithm
- multiscale
- region growing
- brain structures
- white matter tracts
- brain images
- anatomical structures
- segmentation method
- accurate segmentation
- tensor field
- brain tumors
- computer vision
- energy function
- magnetic resonance
- brain mr images
- medical imaging
- fully automatic
- disease progression
- image analysis
- mri images
- healthy subjects