Augmenting healthy brain magnetic resonance images using generative adversarial networks.
Sarah S. AlrumiahNorah AlrebdiDina M. IbrahimPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- magnetic resonance images
- brain tissue
- mri scans
- brain tumors
- tissue segmentation
- brain structures
- brain mapping
- mri brain
- diffusion weighted
- mr images
- grey matter
- medical images
- magnetic resonance imaging
- subcortical structures
- white matter
- multiple sclerosis
- gray matter
- brain atlas
- medical imaging
- mri data
- diffusion tensor
- corpus callosum
- partial volume effects
- mri images
- brain mri
- brain images
- magnetic resonance
- automatic segmentation
- partial volume
- brain mr images
- disease progression
- cortical thickness
- intra subject
- cerebrospinal fluid
- high resolution
- mr imaging
- diffusion mri
- human brain
- brain segmentation
- inter subject
- machine learning
- medical image analysis
- shape analysis
- pattern recognition