Fusing Markov random fields with anatomical knowledge and shape-based analysis to segment multiple sclerosis white matter lesions in magnetic resonance images of the brain.
Stephan Al-ZubiKlaus D. TönniesNils BodammerHermann HinrichsPublished in: Medical Imaging: Image Processing (2002)
Keyphrases
- multiple sclerosis
- magnetic resonance images
- white matter
- markov random field
- brain tissue
- brain mri
- human brain
- mr images
- grey matter
- corpus callosum
- diffusion tensor
- brain images
- medical imaging
- gray matter
- mri data
- cerebrospinal fluid
- medical images
- diffusion tensor imaging
- clinical trials
- brain tumors
- magnetic resonance imaging
- higher order
- diffusion tensor images
- brain structures
- diffusion weighted
- magnetic resonance
- partial volume effects
- image analysis
- high resolution
- image segmentation
- graph cuts
- image data
- disease progression
- fiber bundles
- tensor field
- diffusion mri
- energy function
- shape prior