Left ventricular segmentation from MRI datasets with edge modelling conditional random fields.
Janto F. DreijerBen M. HerbstJohan A. du PreezPublished in: BMC Medical Imaging (2013)
Keyphrases
- conditional random fields
- left ventricular
- long axis
- cardiac mri
- phase contrast
- mri data
- cardiac mr images
- magnetic resonance imaging
- fully automatic
- short axis
- myocardial infarction
- segmentation method
- crf model
- medical images
- mri images
- probabilistic model
- left ventricle
- random fields
- graphical models
- hidden markov models
- information extraction
- higher order
- markov random field
- motion analysis
- pairwise
- magnetic resonance images
- motion tracking
- medical imaging
- mr images
- generative model
- level set
- white matter
- displacement field
- tagged mri
- low contrast
- brain tissue
- superpixels
- energy function
- shape prior
- brain tumors
- image segmentation
- segmentation algorithm
- closed form
- semi automatic
- synthetic data
- multiscale