Evaluation of Four Supervised Learning Schemes in White Matter Hyperintensities Segmentation in Absence or Mild Presence of Vascular Pathology.
Muhammad Febrian RachmadiMaria del C. Valdés HernándezMaria Leonora Fatimah AganTaku KomuraPublished in: MIUA (2017)
Keyphrases
- white matter
- gray matter
- corpus callosum
- cerebrospinal fluid
- supervised learning
- grey matter
- magnetic resonance images
- diffusion tensor mri
- diffusion tensor images
- diffusion imaging
- human brain
- dt mri
- partial volume effects
- mri data
- medical images
- brain images
- diffusion tensor imaging
- diffusion tensor
- brain mri
- fiber bundles
- magnetic resonance
- mr images
- brain mr images
- partial volume
- white matter tracts
- quantitative evaluation
- multiscale
- segmentation algorithm
- multiple sclerosis
- level set
- tensor field
- grey level
- image segmentation
- image analysis
- semi supervised
- mr brain images
- information processing
- edge detection
- diffusion mri
- accurate segmentation
- energy function
- medical imaging
- fully automatic
- shape prior
- image processing