Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths.
Mahmut YurtSalman Ul Hassan DarBerk TinazMuzaffer ÖzbeyTolga ÇukurPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- ground truth
- machine learning
- semi supervised classification
- supervised learning
- manifold regularization
- unsupervised learning
- active learning
- training data
- labeled examples
- medical images
- co training
- label propagation
- learning problems
- learning models
- regularization framework
- pairwise
- graph based semi supervised learning
- improve the classification accuracy
- graph transduction
- domain adaptation
- transfer learning
- feature extraction
- face recognition
- learning algorithm