Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification.
Xi WangHao ChenHuiling XiangHuangjing LinXi LinPheng-Ann HengPublished in: Medical Image Anal. (2021)
Keyphrases
- semi supervised
- image classification
- semi supervised learning
- co training
- manifold regularization
- regularization framework
- semi supervised classification
- labeled data
- multi view learning
- unlabeled data
- bag of words
- active learning
- kernel machines
- pairwise
- supervised learning
- unsupervised learning
- virtual environment
- virtual reality
- feature extraction
- visual words
- medical diagnosis
- metric learning
- multi agent
- medical data
- deep learning
- low rank
- multi label
- semi supervised learning algorithms
- image representation
- multi view
- medical domain
- pairwise constraints
- semi supervised clustering
- sparse coding
- augmented reality
- image features
- unlabeled samples
- subspace learning
- prior knowledge
- multiscale
- restricted boltzmann machine
- proceedings of the th international conference
- label propagation
- regularization parameter
- medical imaging
- sparse representation
- virtual world
- training data