A New Approach to Unsupervised Markov Random Field-Based Segmentation of Mr Images.
Mark W. MorrisonAlison A. DingleYianni AttikiouzelPublished in: ISSPA (1996)
Keyphrases
- mr images
- accurate segmentation
- medical images
- brain mr images
- magnetic resonance
- partial volume
- brain tumors
- magnetic resonance images
- brain structures
- intensity inhomogeneity
- dice similarity coefficient
- bias field
- mr brain
- segmentation result
- cardiac magnetic resonance
- mr brain images
- mr imaging
- intensity distribution
- mri data
- tissue segmentation
- manual segmentation
- contrast enhanced
- brain tissue
- brain mri
- phantom images
- inhomogeneity correction
- image data
- inter patient
- nonrigid registration
- quantitative measurements
- model based segmentation
- medical imaging
- image intensity
- level set
- anatomical structures
- image segmentation
- segmentation algorithm
- multiple sclerosis
- atlas construction
- prostate segmentation
- gray matter
- deformable models
- region growing
- brain images
- quantitative evaluation
- segmentation method
- fully automatic
- lesion segmentation
- image registration
- ct images