Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels.
Fengming LinYan XiaNishant RavikumarQiongyao LiuMichael MacRaildAlejandro F. FrangiPublished in: DALI@MICCAI (2023)
Keyphrases
- semi supervised
- fully supervised
- tubular structures
- vessel segmentation
- pairwise
- level set
- label propagation
- image labeling
- caudate nucleus
- image segmentation
- brain tumors
- segmented images
- segmentation algorithm
- semi supervised learning
- brain mr images
- label information
- probabilistic atlas
- brain mri
- weakly supervised
- pairwise constraints
- multiscale
- human brain
- semantic segmentation
- training data
- tissue segmentation
- partially labeled
- training set
- unlabeled samples
- training examples
- labeled data
- segmentation method
- multi view
- unlabeled data
- retinal blood vessels
- fully automatic
- region growing
- brain images
- edge detection
- labeled examples
- brain structures
- carotid artery
- blood vessels
- optic disc
- active learning
- medical imaging
- semi supervised clustering
- medical images
- retinal images