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