Clinical Tagging with Joint Probabilistic Models.
Yoni HalpernSteven HorngDavid A. SontagPublished in: MLHC (2016)
Keyphrases
- probabilistic model
- graphical models
- generative model
- metadata
- language model
- bayesian inference
- conditional random fields
- clinical setting
- expectation maximization
- bayesian networks
- latent variables
- clinical practice
- probabilistic modeling
- clinical trials
- medical diagnostic
- hidden variables
- clinical data
- clinical guidelines
- patient data
- treatment planning
- text mining
- clinical information
- clinically relevant
- information retrieval
- pairwise