Automatic histogram-based segmentation of white matter hyperintensities using 3D FLAIR images.
Rita Lopes SimõesCornelis H. SlumpChristoph MoenninghoffIsabel WankeMartha DlugajChristian WeimarPublished in: Medical Imaging: Computer-Aided Diagnosis (2012)
Keyphrases
- white matter
- gray matter
- segmentation method
- partial volume effects
- diffusion tensor images
- fully automatic
- mr brain images
- magnetic resonance images
- mri data
- corpus callosum
- segmentation algorithm
- brain mr images
- human brain
- mri images
- grey matter
- cerebrospinal fluid
- image analysis
- segmented images
- partial volume
- fiber bundles
- diffusion tensor imaging
- tensor field
- brain tissue
- diffusion tensor
- mr images
- three dimensional
- multiple sclerosis
- diffusion imaging
- image data
- ground truth
- brain images
- edge detection
- intensity distribution
- image registration
- accurate segmentation
- quantitative evaluation
- brain mri
- brain tumors
- medical imaging
- input image
- medical images
- pixel wise
- region growing
- dt mri
- automatic segmentation
- watershed transform
- grey level
- active contours
- cortical thickness
- diffusion mri
- segmentation result
- multiscale