Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning.
Shusil DangiZiv YanivCristian A. LintePublished in: STACOM@MICCAI (2018)
Keyphrases
- multi task learning
- mr images
- mr imaging
- cardiac magnetic resonance
- magnetic resonance
- multi task
- manual segmentation
- heart motion
- medical images
- magnetic resonance images
- learning tasks
- cardiac motion
- mri data
- short axis
- gaussian processes
- patient specific
- learning problems
- image data
- high order
- left ventricle
- theoretical analysis
- brain tissue
- learning algorithm
- accurate segmentation
- transfer learning
- brain tumors
- nonrigid registration
- left ventricular
- coronary artery
- learning models
- contrast enhanced
- clinical applications
- pre operative
- pairwise
- feature selection