HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression.
Yiwen MengWilliam SpeierMichael K. OngCorey W. ArnoldPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- topic modeling
- electronic health records
- predicting future
- clinical data
- clinical trials
- medical records
- topic models
- medical data
- patient care
- latent dirichlet allocation
- health care
- patient data
- text classification
- text mining
- collaborative filtering
- statistical analysis
- health records
- text documents
- information overload
- data sets
- decision support system
- knowledge discovery
- information retrieval
- raw data
- domain experts
- medical images
- knowledge base