Virtual Adversarial Training for Semi-supervised Breast Mass Classification.
Xuxin ChenXimin WangKe ZhangKar-Ming FungTheresa C. ThaiKathleen MooreRobert S. MannelHong LiuBin ZhengYuchen QiuPublished in: CoRR (2022)
Keyphrases
- semi supervised
- supervised learning
- training samples
- training process
- partially labeled data
- training set
- training phase
- pattern recognition
- semi supervised classification
- digitized mammograms
- machine learning
- classification accuracy
- unsupervised learning
- training examples
- semi supervised learning
- decision trees
- digital mammograms
- breast cancer diagnosis
- mammogram images
- supervised classification
- labeled and unlabeled data
- classification algorithm
- mammographic images
- digital mammography
- feature selection
- augmented reality
- active learning
- feature space
- feature extraction
- co training
- support vector machine svm
- virtual world
- unlabeled data
- semi supervised learning algorithms
- virtual environment
- image classification
- pairwise
- support vector
- fully labeled