Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation.
Irina ZhangJim DenholmAzam HamidinekooOskar ÅlundChristopher BagnallJoana Palés HuixMichal SulikowskiOrtensia VitoArthur LewisRobert UnwinMagnus SöderbergNikolay BurlutskiyTalha QaiserPublished in: CoRR (2024)
Keyphrases
- semi supervised
- segmentation algorithm
- semi supervised learning
- segmentation method
- level set
- image segmentation
- supervised learning
- labeled data
- medical images
- brain mri
- segmentation accuracy
- multi view
- consistency checking
- semi supervised classification
- object segmentation
- shape prior
- region growing
- fully automatic
- image regions
- pairwise
- energy function
- medical imaging
- motion segmentation
- object detection
- multiple objects
- multiscale
- pairwise constraints
- unlabeled data
- unsupervised learning
- segmentation errors
- clustering algorithm