Semi-supervised COVID-19 CT image segmentation using deep generative models.
Judah ZammitDaryl L. X. FungQian LiuCarson Kai-Sang LeungPingzhao HuPublished in: BMC Bioinform. (2022)
Keyphrases
- generative model
- semi supervised
- image segmentation
- semi supervised learning
- labeled data
- unlabeled data
- mixture model
- pairwise
- active learning
- discriminative methods
- expectation maximization
- supervised learning
- sparse coding
- deep belief networks
- multi view
- unsupervised learning
- multiscale
- conditional random fields
- pairwise constraints
- topic models
- markov random field
- co training
- metric learning
- unlabelled data
- segmentation algorithm
- object segmentation
- discriminative learning
- hierarchical hidden markov models
- object categories
- segmentation method
- image processing
- discriminative models
- graph cuts
- maximum entropy
- spectral clustering
- multi label
- computer vision
- em algorithm
- probabilistic model
- generative and discriminative models