Combining deep learning and level set for the automated segmentation of the left ventricle of the heart from cardiac cine magnetic resonance.
Tuan Anh NgoZhi LuGustavo CarneiroPublished in: Medical Image Anal. (2017)
Keyphrases
- level set
- magnetic resonance
- automated segmentation
- mr images
- manual segmentation
- left ventricle
- short axis
- cardiac magnetic resonance
- clinical applications
- cardiac imaging
- cardiac cycle
- medical images
- cardiac motion
- active contours
- fully automatic
- magnetic resonance images
- mri data
- image segmentation
- left ventricular
- fully automated
- anatomical structures
- image data
- automatic segmentation
- heart motion
- image analysis
- segmentation method
- shape prior
- nonrigid registration
- image registration
- energy functional
- accurate segmentation
- energy function
- semi automatic
- multiscale
- intensity distribution
- imaging modalities
- image intensity
- active contour model
- magnetic resonance imaging
- motion estimation