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: Artif. Intell. Medicine (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- image segmentation
- supervised learning
- training data
- unsupervised learning
- level set
- semi supervised classification
- co training
- machine learning
- segmentation algorithm
- manifold regularization
- active learning
- object segmentation
- label propagation
- medical images
- energy function
- learning models
- semi supervised learning algorithms
- improve the classification accuracy
- graph based semi supervised learning
- domain adaptation
- shape prior
- segmentation method
- labeled and unlabeled data
- transfer learning
- metric learning
- graph construction
- active contours
- pattern recognition