From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models.
Zachary EnglhardtChengqian MaMargaret E. MorrisXuhai "Orson" XuChun-Cheng ChangLianhui QinDaniel McDuffXin LiuShwetak N. PatelVikram IyerPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- health data
- n gram
- probabilistic model
- document retrieval
- query expansion
- information retrieval
- language modelling
- retrieval model
- statistical language models
- speech recognition
- text classification
- decision trees
- smoothing methods
- classification accuracy
- database
- information extraction
- feature space
- feature selection
- clinical data
- electronic health records
- machine learning
- domain knowledge
- health care
- document ranking
- information systems