Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models.
Marko RakJulian AlpersAlena-Kathrin SchnurrKlaus-Dietz TönniesPublished in: Bildverarbeitung für die Medizin (2016)
Keyphrases
- graphical models
- mr imaging
- mri images
- coronary artery
- blood pool
- magnetic resonance imaging
- cardiac imaging
- mr images
- medical images
- mri data
- left ventricle
- short axis
- belief propagation
- contrast agent
- probabilistic model
- approximate inference
- imaging modalities
- random variables
- probabilistic graphical models
- probabilistic inference
- fully automatic
- magnetic resonance images
- magnetic resonance
- conditional random fields
- structure learning
- brain tumors
- medical imaging
- manual segmentation
- conditional independence
- markov networks
- accurate segmentation
- image segmentation
- map inference
- bayesian networks
- left ventricular
- segmentation method
- motion tracking
- beating heart
- segmentation algorithm
- factor graphs
- contrast enhanced
- dce mri
- message passing
- tagged mri
- level set
- nonparametric belief propagation
- carotid artery
- parameter estimation