Multi-Task Learning for Motion Analysis and Segmentation in 3D Echocardiography.
Kevinminh TaShawn S. AhnStephanie ThornJohn C. StendahlXiaoran ZhangJonathan LangdonLawrence H. StaibAlbert J. SinusasJames S. DuncanPublished in: IEEE Trans. Medical Imaging (2024)
Keyphrases
- motion analysis
- multi task learning
- multi task
- image sequences
- learning tasks
- gaussian processes
- multiple tasks
- moving observer
- image segmentation
- motion model
- flow field
- theoretical analysis
- segmentation method
- high order
- point correspondences
- learning problems
- transfer learning
- learning algorithm
- optic flow
- machine learning
- inductive learning
- learning models
- prior knowledge
- three dimensional
- computer vision