Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review.
Irene LiJessica PanJeremy GoldwasserNeha VermaWai Pan WongMuhammed Yavuz NuzumlaliBenjamin RosandYixin LiMatthew ZhangDavid ChangRichard Andrew TaylorHarlan M. KrumholzDragomir R. RadevPublished in: CoRR (2021)
Keyphrases
- unstructured data
- electronic health records
- textual data
- natural language processing
- structured data
- information extraction
- medical records
- free text
- clinical data
- text mining
- semi structured
- relational databases
- clinical trials
- big data
- raw data
- medical data
- health care
- machine learning
- health information
- artificial intelligence
- wordnet
- natural language
- textual information
- data sources
- database
- knowledge representation
- privacy preserving
- case based reasoning
- semi structured data
- data warehouse
- decision making
- statistical analysis
- text documents
- text categorization