Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation.
Giulia BertòDaniel BullockPietro AstolfiSoichi HayashiLuca ZigiottoLuciano AnnicchiaricoFrancesco CorsiniAlessandro De BenedictisSilvio SarubboFranco PestilliPaolo AvesaniEmanuele OlivettiPublished in: NeuroImage (2021)
Keyphrases
- white matter
- linear classifiers
- gray matter
- corpus callosum
- cerebrospinal fluid
- magnetic resonance images
- grey matter
- partial volume effects
- human brain
- diffusion tensor images
- brain mri
- fiber bundles
- level set
- diffusion tensor imaging
- multi class
- image segmentation
- medical images
- partial volume
- brain mr images
- brain tissue
- mr images
- multiscale
- segmentation algorithm
- diffusion tensor
- brain tumors
- tensor field
- medical imaging
- brain structures
- hyperplane
- active learning
- image data
- magnetic resonance
- principal components
- image analysis
- training set
- svm classifier