clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation.
Suprosanna ShitJohannes C. PaetzoldAnjany SekuboyinaIvan EzhovAlexander UngerAndrey ZhylkaJosien P. W. PluimUlrich BauerBjoern H. MenzePublished in: CVPR (2021)
Keyphrases
- loss function
- tubular structures
- topology preserving
- minimal path
- level set method
- pairwise
- competitive learning
- support vector
- blood vessels
- endpoints
- level set
- thinning algorithm
- self organizing maps
- binary images
- elastic net
- carotid artery
- image segmentation
- regularization term
- segmentation algorithm
- medical images
- segmentation method
- deformation field
- image processing