Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models.
Alan David KaplanPriyadip RayJohn D. GreeneVincent X. LiuPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- bayesian inference
- graphical models
- efficient inference algorithms
- bayesian networks
- probabilistic modeling
- probabilistic inference
- variational inference
- conditional random fields
- undirected graphical models
- latent variables
- random fields
- generative model
- exact inference
- inference process
- conditional probabilities
- structured prediction
- hidden variables
- expectation maximization
- unified framework
- language model
- belief networks
- mixture model
- databases
- information systems
- probabilistic graphical models
- data sets
- bayesian model
- inference engine
- efficient learning
- data records
- inference mechanism
- crf model
- probabilistic reasoning
- statistical databases
- social networks
- approximate inference