Boundary attention with multi-task consistency constraints for semi-supervised 2D echocardiography segmentation.
Yiyang ZhaoKangla LiaoYineng ZhengXiaoli ZhouXingming GuoPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- multi task
- consistency constraints
- semi supervised
- multi task learning
- multitask learning
- learning tasks
- metric learning
- semi supervised learning
- multiple views
- labeled data
- multiscale
- transfer learning
- medical images
- sparse learning
- supervised learning
- multi class
- multi view
- level set
- learning problems
- feature selection
- image segmentation
- image analysis
- unlabeled data
- active learning
- viewpoint
- machine learning
- geometric constraints
- multiple cameras
- image structure
- field of view
- d objects