Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks.
Lindsay MunroeMaria DeprezChristos MichaelidesHarold G. ParkesKalotina GerakiAmy H. HerlihyPo-Wah SoPublished in: MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Keyphrases
- magnetic resonance images
- brain tissue
- mri scans
- brain tumors
- tissue segmentation
- diffusion weighted
- brain structures
- mri brain
- grey matter
- brain mapping
- medical images
- mr images
- subcortical structures
- white matter
- brain mri
- brain atlas
- magnetic resonance imaging
- partial volume effects
- corpus callosum
- mri data
- gray matter
- medical imaging
- diffusion tensor
- multiple sclerosis
- medical image analysis
- mri images
- brain images
- cerebrospinal fluid
- brain mr images
- high resolution
- disease progression
- intra subject
- automatic segmentation
- pattern recognition
- bias field
- brain segmentation
- partial volume
- inter subject
- information processing
- image analysis
- machine learning
- cortical thickness
- diffusion tensor imaging
- accurate segmentation
- deformable registration
- deformable models
- brain scans