Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification.
Abdullah AhmedAdeel AbbasiCarsten EickhoffPublished in: CoRR (2021)
Keyphrases
- free text
- named entity recognition
- medical records
- information extraction
- health records
- natural language processing
- electronic health records
- named entities
- structured data
- text summarization
- relation extraction
- text mining
- semi structured
- natural language
- information retrieval
- annotated corpus
- web documents
- question answering
- conditional random fields
- semi supervised
- domain specific
- knowledge representation
- machine learning
- maximum entropy
- medical data
- artificial intelligence
- clinical data
- database