A biology-driven deep generative model for cell-type annotation in cytometry.
Quentin BlampeyNadège BercoviciCharles-Antoine DutertreIsabelle PicJoana Mourato RibeiroFabrice AndréPaul-Henry CournèdePublished in: Briefings Bioinform. (2023)
Keyphrases
- generative model
- probabilistic model
- prior knowledge
- discriminative learning
- em algorithm
- bayesian framework
- conditional random fields
- posterior probability
- expectation maximization
- sparse coding
- discriminative models
- hierarchical bayesian model
- latent dirichlet allocation
- learned models
- semi supervised
- video representation
- dirichlet process mixture models
- generative and discriminative models
- latent variables
- topic models
- language model