Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths.
Mahmut YurtOnat DalmazSalman Ul Hassan DarMuzaffer ÖzbeyBerk TinazKader Karli OguzTolga ÇukurPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- semi supervised learning
- semi supervised
- ground truth
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- medical images
- semi supervised classification
- active learning
- training data
- transfer learning
- manifold regularization
- learning problems
- co training
- semi supervised learning algorithms
- labeled examples
- object recognition
- learning models
- graph construction
- label propagation
- semi supervised learning methods
- discriminative models
- unlabeled samples
- graph based semi supervised learning
- image segmentation
- domain adaptation
- kernel methods
- data sets
- information retrieval
- high dimensional
- information extraction