Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training.
Binbin XuCédric Gil-JardinéFrantz ThiessardEric TellierMarta AvalosEmmanuel LagardePublished in: CoRR (2019)
Keyphrases
- language model
- automated classification
- language modeling
- n gram
- electronic medical record
- probabilistic model
- supervised learning
- query expansion
- unsupervised learning
- information retrieval
- mixture model
- smoothing methods
- retrieval model
- clinical data
- language modeling framework
- ad hoc information retrieval
- medical data
- patient data
- generative model
- semi supervised
- natural language
- health care
- medical records
- information extraction
- active learning