Why Do Clinical Probabilistic Models Fail To Transport Between Sites?
Thomas A. LaskoEric V. StroblWilliam W. SteadPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- graphical models
- website
- generative model
- language model
- bayesian networks
- expectation maximization
- bayesian inference
- latent variables
- clinical data
- disease diagnosis
- medical data
- hidden variables
- conditional random fields
- multi site
- probabilistic modeling
- topic models
- higher order
- patient data
- chronic hepatitis
- clinical decision support systems
- clinical information
- data sets
- clinical trials
- clinical diagnosis
- medical records
- clinically relevant
- pairwise
- medical treatment
- databases