Simultaneous Segmentation and Motion Estimation of Left Ventricular Myocardium in 3D Echocardiography Using Multi-task Learning.
Kevinminh TaShawn S. AhnJohn C. StendahlJonathan LangdonAlbert J. SinusasJames S. DuncanPublished in: STACOM@MICCAI (2021)
Keyphrases
- multi task learning
- simultaneous segmentation
- left ventricular
- motion estimation
- left ventricle
- cardiac cycle
- motion analysis
- wall thickness
- motion model
- multi task
- image sequences
- short axis
- fully automatic
- image segmentation
- learning tasks
- gaussian processes
- long axis
- motion vectors
- spect images
- mri data
- motion compensation
- learning problems
- high order
- video sequences
- cardiac motion
- optical flow
- motion tracking
- learning algorithm
- image analysis
- super resolution
- transfer learning
- motion field
- computer vision
- data sets
- feature selection
- optic flow
- mr images
- patient specific
- training data