Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach.
Yue Joseph WangTülay AdaliSun-Yuan KungZsolt SzaboPublished in: IEEE Trans. Image Process. (1998)
Keyphrases
- mr images
- brain tissue
- probabilistic neural network
- accurate segmentation
- brain mr images
- partial volume
- bias field
- medical images
- tissue segmentation
- magnetic resonance images
- magnetic resonance
- brain tumors
- gray matter
- brain structures
- brain mri
- pattern classification
- mri images
- mri data
- intensity inhomogeneity
- cerebrospinal fluid
- automatic segmentation
- intensity distribution
- mr brain images
- nonrigid registration
- region growing
- partial volume effects
- image data
- segmentation algorithm
- segmentation method
- image segmentation
- multiple sclerosis
- atlas construction
- medical imaging
- image processing
- brain images
- low contrast
- white matter
- anatomical structures
- image intensity
- multiscale
- magnetic resonance imaging
- fully automatic
- level set
- pattern recognition