Using a clinical narrative-aware pre-trained language model for predicting emergency department patient disposition and unscheduled return visits.
Tzu-Ying ChenTing-Yun HuangYung-Chun ChangPublished in: J. Biomed. Informatics (2024)
Keyphrases
- emergency department
- language model
- pre trained
- clinical data
- patient data
- language modeling
- medical data
- training data
- training examples
- speech recognition
- probabilistic model
- vital signs
- query expansion
- information retrieval
- statistical analysis
- disease outbreaks
- mr images
- control signals
- electronic health records
- knowledge discovery
- medical knowledge
- medical records
- mixture model
- training set
- image sequences