Deep Semi-Supervised Active Learning for Knee Osteoarthritis Severity Grading.
Abu Mohammed RaisuddinHuy Hoang NguyenAleksei TiulpinPublished in: ISBI (2022)
Keyphrases
- semi supervised
- active learning
- semi supervised learning
- labeled data
- computer assisted
- unlabeled data
- supervised learning
- labeled examples
- unsupervised learning
- semi supervised classification
- machine learning
- pool based active learning
- learning algorithm
- multi view
- learning process
- pairwise
- learning strategies
- random sampling
- transductive learning
- batch mode
- label propagation
- selective sampling
- training examples
- training set
- automatic assessment
- pairwise constraints
- co training
- metric learning
- unlabeled examples
- active learning strategies
- data sets
- subspace learning
- e learning
- experimental design
- decision trees