Analysing the effectiveness of a generative model for semi-supervised medical image segmentation.
Margherita RosnatiFabio De Sousa RibeiroMiguel MonteiroDaniel Coelho de CastroBen GlockerPublished in: ML4H@NeurIPS (2022)
Keyphrases
- generative model
- semi supervised
- medical image segmentation
- medical images
- bayesian framework
- semi supervised learning
- probabilistic model
- labeled data
- active learning
- pairwise
- curve evolution
- image segmentation
- prior knowledge
- level set method
- topic models
- medical imaging
- medical image analysis
- statistical shape model
- computer vision
- em algorithm
- expectation maximization
- level set
- training data