Heart motion tracking on cine MRI based on a deep Boltzmann machine-driven level set method.
Jian WuSu RuanThomas R. MazurNalini DanielHilary LashmettLaura OchoaImran ZoberiChunfeng LianH. Michael GachSasa MuticMaria ThomasMark A. AnastasioHua LiPublished in: ISBI (2018)
Keyphrases
- heart motion
- mr images
- level set method
- boltzmann machine
- magnetic resonance
- level set
- medical images
- beating heart
- mri data
- abnormality detection
- left ventricular
- magnetic resonance images
- cardiac motion
- deformable models
- image segmentation
- manual segmentation
- magnetic resonance imaging
- active contours
- left ventricle
- generative model
- mri images
- image data
- short axis
- energy functional
- active contour model
- motion field
- pre operative
- motion compensation
- subject specific
- motion model
- motion tracking
- fully automatic
- image sequences
- image processing