Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond.
Anneke MeyerSuhita GhoshDaniel SchindeleMartin SchostakSebastian StoberChristian HansenMarko RakPublished in: CoRR (2021)
Keyphrases
- metric learning
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- segmentation algorithm
- unsupervised learning
- co training
- semi supervised classification
- active learning
- training data
- semi supervised learning methods
- medical images
- segmentation method
- manifold regularization
- image segmentation
- label propagation
- machine learning
- learning models
- level set
- semi supervised learning algorithms
- generative model
- graph based semi supervised learning
- transfer learning
- image processing
- domain adaptation
- object segmentation
- shape prior
- improve the classification accuracy
- energy function
- class labels
- knn
- training set