Self-training with dual uncertainty for semi-supervised MRI image segmentation.
Zhanhong QiuHaitao GanMing ShiZhongwei HuangZhi YangPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- semi supervised
- image segmentation
- semi supervised learning
- co training
- medical imaging
- semi supervised classification
- magnetic resonance imaging
- labeled data
- magnetic resonance images
- supervised learning
- multi view
- unlabeled data
- active learning
- pairwise
- medical images
- graph cuts
- active contours
- deformable models
- unsupervised learning
- multiscale
- segmentation algorithm
- uncertain data
- subspace learning
- metric learning
- level set method
- object segmentation
- mri data
- pairwise constraints
- region growing
- mr images
- markov random field
- high resolution
- image analysis
- image segmentation algorithm
- labeled and unlabeled data
- primal dual
- feature selection
- computer vision
- label propagation
- machine learning
- semi supervised learning algorithms
- belief functions
- single view
- segmentation method
- training set
- training data