Analysing the effectiveness of a generative model for semi-supervised medical image segmentation.
Margherita RosnatiFabio De Sousa RibeiroMiguel MonteiroDaniel Coelho de CastroBen GlockerPublished in: CoRR (2022)
Keyphrases
- generative model
- semi supervised
- medical image segmentation
- medical images
- semi supervised learning
- bayesian framework
- active learning
- pairwise
- probabilistic model
- labeled data
- prior knowledge
- curve evolution
- multi view
- level set method
- medical image analysis
- topic models
- statistical shape model
- em algorithm
- unlabelled data
- image segmentation
- natural images
- medical imaging
- computer vision
- expectation maximization
- graphical models
- higher order
- image processing