A deep Boltzmann machine-driven level set method for heart motion tracking using cine MRI images.
Jian WuThomas R. MazurSu RuanChunfeng LianNalini DanielHilary LashmettLaura OchoaImran ZoberiMark A. AnastasioH. Michael GachSasa MuticMaria ThomasHua LiPublished in: Medical Image Anal. (2018)
Keyphrases
- motion tracking
- level set method
- mri images
- boltzmann machine
- short axis
- left ventricular
- level set
- mri data
- motion analysis
- active contours
- cardiac motion
- medical images
- magnetic resonance imaging
- image segmentation
- generative model
- degrees of freedom
- deformable models
- magnetic resonance images
- deep belief networks
- imaging modalities
- active contour model
- body parts
- left ventricle
- mr images
- brain tumors
- fully automatic
- image sequences
- magnetic resonance
- action recognition
- partial differential equations
- medical image analysis
- em algorithm
- image analysis
- machine learning