Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation.
Yousuf Babiker M. OsmanCheng LiWeijian HuangNazik ElsayedZhenzhen XueHairong ZhengShanshan WangPublished in: CoRR (2022)
Keyphrases
- collaborative learning
- semi supervised
- image segmentation
- semi supervised learning
- labeled data
- segmentation algorithm
- computer supported
- image processing
- automatic segmentation
- learning process
- unlabeled data
- content analysis
- computer vision
- ultrasound images
- computer mediated
- pairwise
- multiscale
- knowledge construction
- markov random field
- graph cuts
- knowledge building
- active learning
- active contours
- computer supported collaborative learning
- learning outcomes
- deformable models
- level set method
- spectral clustering
- multi view
- level set
- energy function
- gray level
- co training
- supervised learning
- image analysis
- pairwise constraints
- region growing
- shape prior
- prostate segmentation
- individual learning
- prostate cancer
- web based collaborative learning
- segmentation method
- training data
- semi supervised classification
- collaborative activities
- object segmentation
- image segmentation algorithm
- image guided radiotherapy
- medical imaging