3D blob based brain tumor detection and segmentation in MR images.
Chen-Ping YuGuilherme C. S. RuppertRobert T. CollinsDan T. D. NguyenAlexandre X. FalcãoYanxi LiuPublished in: ISBI (2014)
Keyphrases
- mr images
- brain tumors
- brain mr images
- tumor detection
- brain structures
- tissue segmentation
- grey matter
- magnetic resonance
- accurate segmentation
- medical images
- brain tissue
- magnetic resonance images
- cerebrospinal fluid
- partial volume
- gray matter
- partial volume effects
- manual segmentation
- mr brain
- mri data
- bias field
- mr imaging
- mr brain images
- cardiac magnetic resonance
- nonrigid registration
- image data
- intensity inhomogeneity
- mid sagittal plane
- skull stripping
- intensity distribution
- dice similarity coefficient
- brain images
- brain segmentation
- multiple sclerosis
- inhomogeneity correction
- post mortem
- medical imaging
- brain mri
- atlas based segmentation
- human brain
- contrast enhanced
- capsule endoscopy
- segmentation method
- medical image analysis
- ct images
- model based segmentation
- deformable models
- pre operative
- diffusion weighted
- anatomical structures
- magnetic resonance imaging
- atlas construction