Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records.
Emil RijckenKalliopi ZervanouMarco SpruitPablo MosteiroFloortje ScheepersUzay KaymakPublished in: SMC (2022)
Keyphrases
- topic modeling
- electronic health records
- topic models
- clinical data
- health care
- text mining
- latent dirichlet allocation
- medical data
- clinical trials
- collaborative filtering
- text classification
- health records
- health information
- medical records
- information overload
- co occurrence
- domain knowledge
- named entities
- domain experts
- high dimensional
- probabilistic topic models
- databases