Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation.
Yousuf Babiker M. OsmanCheng LiWeijian HuangNazik ElsayedLeslie YingHairong ZhengShanshan WangPublished in: ISBI (2023)
Keyphrases
- collaborative learning
- semi supervised
- image segmentation
- semi supervised learning
- computer supported collaborative learning
- content analysis
- image processing
- computer mediated
- knowledge construction
- supervised learning
- learning process
- ultrasound images
- pairwise
- multiscale
- semi supervised classification
- active contours
- active learning
- deformable models
- computer supported
- graph cuts
- labeled data
- individual learning
- prostate cancer
- markov random field
- knowledge building
- image segmentation algorithm
- multi view
- learning outcomes
- co training
- segmentation algorithm
- semi supervised clustering
- communication tools
- prostate segmentation
- level set method
- energy functional
- metric learning
- shape prior
- segmentation method
- energy function
- gray level
- unlabeled data
- similarity measure
- spectral clustering
- subspace learning
- pairwise constraints
- text classification
- learning theories
- level set
- computer vision
- machine learning