Anatomical Structure Segmentation in Ultrasound Volumes Using Cross Frame Belief Propagating Iterative Random Walks.
Debarghya ChinaAlfredo IllanesPrabal PoudelMichael FriebePabitra MitraDebdoot SheetPublished in: IEEE J. Biomed. Health Informatics (2019)
Keyphrases
- random walk
- anatomical structures
- medical images
- medical imaging
- random walker
- carotid artery
- directed graph
- level set
- manual segmentation
- image segmentation
- medical image analysis
- partial volume effects
- transition probabilities
- segmentation method
- markov chain
- ultrasound images
- segmentation algorithm
- ct images
- shape prior
- stationary distribution
- clinical applications
- shape model
- shape analysis
- deformable models
- brain structures
- imaging modalities
- fully automatic
- three dimensional
- spectral methods
- image analysis
- mr images
- higher order
- multi label
- magnetic resonance images
- graph cuts
- fiber bundles
- groupwise registration
- energy function
- image processing