Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI.
Samuel KadouryGüray ErusChristos DavatzikosPublished in: MLMI (2012)
Keyphrases
- white matter
- multiple sclerosis
- magnetic resonance images
- mri data
- human brain
- diffusion tensor mri
- diffusion tensor
- diffusion tensor imaging
- brain images
- low dimensional
- corpus callosum
- brain tissue
- grey matter
- diffusion tensor images
- diffusion imaging
- mr images
- gray matter
- medical images
- magnetic resonance imaging
- functional mri
- brain mri
- clinical trials
- principal component analysis
- brain white matter
- deformable models
- diffusion weighted imaging
- brain structures
- imaging modalities
- medical image analysis
- cortical thickness
- partial volume effects
- magnetic resonance
- dimensionality reduction
- image processing