Centroid-based Distance Loss Function for Lamina Segmentation in 3D Ultrasound Spine Volumes.
Jason WongSolvin SigurdsonMarek ReformatEdmond LouPublished in: EMBC (2021)
Keyphrases
- loss function
- pairwise
- image segmentation
- level set
- segmentation algorithm
- logistic regression
- support vector
- risk minimization
- empirical risk
- distance measure
- shape prior
- distance metric
- segmentation method
- regularization term
- region growing
- ultrasound images
- reproducing kernel hilbert space
- convex loss functions
- euclidean distance
- machine learning
- medical imaging
- distance function
- graph cuts
- web search
- boosting algorithms
- supervised learning
- hinge loss
- special case
- boosting framework