Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data.
Ethan SteinbergKenneth JungJason A. FriesConor K. CorbinStephen R. PfohlNigam H. ShahPublished in: CoRR (2020)
Keyphrases
- language model
- prior knowledge
- data sets
- raw data
- electronic health records
- clinical data
- knowledge discovery
- data points
- statistical analysis
- database
- data sources
- image data
- knowledge acquisition
- probabilistic model
- document retrieval
- high dimensional data
- data mining
- medical data
- language modeling
- machine learning
- domain experts
- n gram
- domain knowledge
- digital libraries
- domain specific
- data analysis
- active learning