A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality.
Huan HeWilliam HaoYuanzhe XiYong ChenBradley A. MalinJoyce C. HoPublished in: ICLR (2024)
Keyphrases
- generative model
- probabilistic model
- em algorithm
- bayesian framework
- posterior probability
- discriminative learning
- medical images
- missing data
- prior knowledge
- expectation maximization
- semi supervised
- hierarchical bayesian model
- latent dirichlet allocation
- electronic health records
- latent variables
- medical data
- discriminative models
- topic models
- image classification
- markov chain monte carlo
- computer vision