Uncertainty-Aware Semi-Supervised Learning for Prostate MRI Zonal Segmentation.
Matin HosseinzadehAnindo SahaJoeran BosmaHenkjan HuismanPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- mr imaging
- medical images
- unlabeled data
- labeled data
- machine learning
- semi supervised classification
- unsupervised learning
- supervised learning
- segmentation algorithm
- manifold regularization
- magnetic resonance imaging
- training data
- co training
- magnetic resonance images
- graph based semi supervised learning
- medical imaging
- level set
- active learning
- prostate segmentation
- segmentation method
- shape prior
- mr images
- image segmentation
- label propagation
- semi supervised learning methods
- metric learning
- transfer learning
- energy function
- semi supervised learning algorithms
- automatic segmentation
- missing data
- training examples
- training set