Echocardiographic Image Segmentation with Vision Transformers: A Comparative Analysis of Different Loss Functions.
Edoardo BoscoGiovanni MagenesGiulia MatronePublished in: MeMeA (2024)
Keyphrases
- loss function
- echocardiographic images
- ultrasound images
- pairwise
- level set
- squared error
- left ventricle
- learning to rank
- loss minimization
- image segmentation
- support vector
- reproducing kernel hilbert space
- segmentation algorithm
- image processing
- hinge loss
- computer vision
- medical images
- image analysis
- risk minimization
- update rules
- convex loss functions
- graph cuts
- multiscale
- information retrieval
- boosting algorithms
- semi supervised
- pairwise constraints
- computational complexity
- heart motion