Manifold-constrained embeddings for the detection of white matter lesions in brain MRI.
Samuel KadouryGüray ErusEvangelia I. ZacharakiNikos ParagiosChristos DavatzikosPublished in: ISBI (2012)
Keyphrases
- multiple sclerosis
- brain mri
- white matter
- magnetic resonance images
- anatomical structures
- manifold learning
- low dimensional
- grey matter
- medical images
- region growing
- diffusion tensor
- brain images
- human brain
- euclidean space
- mri data
- dimensionality reduction
- mr images
- gray matter
- brain tissue
- partial volume
- vector space
- graph cuts
- medical image analysis
- magnetic resonance
- shape analysis
- dt mri
- multiscale