Segmentation of brain tumor images based on atlas-registration combined with a Markov-Random-Field lesion growth model.
Stefan BauerLutz-Peter NolteMauricio ReyesPublished in: ISBI (2011)
Keyphrases
- pet images
- mr images
- brain tumors
- growth model
- mri images
- deformable registration
- brain mr images
- magnetic resonance
- magnetic resonance images
- accurate segmentation
- medical images
- positron emission tomography
- image registration
- atlas based segmentation
- brain tissue
- manual segmentation
- brain atlas
- nonrigid registration
- mri data
- probabilistic atlas
- image data
- mouse brain
- contrast enhanced
- ct images
- inter patient
- atlas construction
- image analysis
- segmentation algorithm
- segmentation method
- medical image analysis
- registration accuracy
- ground truth
- brain images
- image reconstruction
- partial volume
- three dimensional
- visual inspection
- input image
- deformable models
- medical imaging
- magnetic resonance imaging
- deformation field
- region of interest
- inter subject
- skin lesion
- registration process
- prostate cancer