MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records.
Yixuan LiAriane MarelliArcher Y. YangYue LiPublished in: CoRR (2023)
Keyphrases
- topic models
- electronic health records
- latent dirichlet allocation
- topic modeling
- clinical data
- latent topics
- text mining
- text documents
- medical data
- generative model
- co occurrence
- probabilistic model
- clinical trials
- medical records
- lda model
- topic discovery
- health care
- baseline models
- statistical topic models
- text corpora
- health information
- medical images
- social media
- domain knowledge
- expert systems
- latent topic model
- database