Patient Metadata-Constrained Shape Models for Cardiac Image Segmentation.
Marco PereañezKarim LekadirXènia AlbàPau Medrano-GraciaAlistair A. YoungAlejandro F. FrangiPublished in: STACOM@MICCAI (2015)
Keyphrases
- shape model
- image segmentation
- metadata
- shape prior
- energy function
- heart disease
- digital libraries
- graph cuts
- active shape model
- markov random field
- image analysis
- shape variability
- statistical shape model
- shape modeling
- patient specific
- segmentation method
- active contours
- multiscale
- image processing
- object segmentation
- respiratory motion
- cardiovascular disease
- bayesian image segmentation
- anatomical structures
- shape variations
- deformable shapes
- learning objects
- patient data
- cardiac arrhythmias
- computer vision
- acute coronary syndrome
- medical data
- medical imaging
- shape space
- left ventricle
- active appearance models
- model based segmentation
- global shape
- perceptual grouping
- medical diagnosis
- prior shape knowledge
- segmentation algorithm
- expectation maximization
- level set