clDice - a Topology-Preserving Loss Function for Tubular Structure Segmentation.
Suprosanna ShitJohannes C. PaetzoldAnjany SekuboyinaAndrey ZhylkaIvan EzhovAlexander UngerJosien P. W. PluimGiles TettehBjoern H. MenzePublished in: CoRR (2020)
Keyphrases
- loss function
- tubular structures
- topology preserving
- minimal path
- blood vessels
- competitive learning
- pairwise
- binary images
- support vector
- level set method
- self organizing maps
- endpoints
- elastic net
- carotid artery
- thinning algorithm
- level set
- regularization term
- multiscale
- image segmentation
- volume data
- medical images
- gray scale