Automatic brain tissue segmentation in MR images using hybrid atlas forest based on confidence-weighted probability matrix.
Lijun XuHong LiuEnmin SongRenchao JinChih-Cheng HungPublished in: Int. J. Imaging Syst. Technol. (2019)
Keyphrases
- mr images
- brain tissue
- brain mr images
- accurate segmentation
- medical images
- partial volume
- magnetic resonance images
- dice similarity coefficient
- brain tumors
- bias field
- magnetic resonance
- tissue segmentation
- brain structures
- manual segmentation
- atlas construction
- intensity inhomogeneity
- mri data
- brain segmentation
- gray matter
- mr brain images
- fully automatic
- brain anatomy
- brain mri
- nonrigid registration
- inter patient
- skull stripping
- intensity distribution
- model based segmentation
- contrast enhanced
- automatic segmentation
- atlas based segmentation
- medical imaging
- segmentation algorithm
- anatomical structures
- segmentation method
- multiple sclerosis
- semi automatic
- image analysis
- magnetic resonance imaging
- medical image analysis
- brain images
- image registration
- carotid artery
- region growing
- fiber bundles
- energy function