Hippocampus segmentation in MR images using atlas registration, voxel classification, and graph cuts.
Fedde van der LijnTom den HeijerMonique M. B. BretelerWiro J. NiessenPublished in: NeuroImage (2008)
Keyphrases
- mr images
- graph cuts
- partial volume
- brain structures
- tissue segmentation
- brain mr images
- atlas construction
- magnetic resonance images
- magnetic resonance
- medical images
- probabilistic atlas
- accurate segmentation
- atlas based segmentation
- nonrigid registration
- manual segmentation
- energy function
- dice similarity coefficient
- intensity distribution
- mr imaging
- shape prior
- segmentation algorithm
- contrast enhanced
- brain tissue
- object segmentation
- energy minimization
- brain segmentation
- image segmentation
- brain tumors
- markov random field
- inter patient
- mr brain images
- mri data
- inter subject
- image data
- medical imaging
- segmentation accuracy
- random walker
- shape variations
- multi label
- human brain
- higher order
- segmentation result
- medical image analysis
- brain mri
- level set
- deformable models
- affine registration
- deformable registration
- shape analysis
- automatic segmentation
- model based segmentation
- image registration