Predicting the Evolution of White Matter Hyperintensities in Brain MRI Using Generative Adversarial Networks and Irregularity Map.
Muhammad Febrian RachmadiMaria del C. Valdés HernándezStephen D. MakinJoanna M. WardlawTaku KomuraPublished in: MICCAI (3) (2019)
Keyphrases
- brain mri
- magnetic resonance images
- white matter
- multiple sclerosis
- mr images
- diffusion tensor
- mri data
- medical images
- diffusion tensor mri
- brain tissue
- medical imaging
- corpus callosum
- diffusion tensor imaging
- partial volume
- gray matter
- diffusion imaging
- diffusion tensor images
- brain images
- grey matter
- anatomical structures
- magnetic resonance imaging
- cortical thickness
- partial volume effects
- brain tumors
- computer vision
- medical image analysis
- diffusion mri
- cerebrospinal fluid
- magnetic resonance
- human brain
- high resolution
- tensor field
- inter subject
- brain structures
- imaging modalities
- region growing
- image data
- image analysis