Survey on RNN and CRF models for de-identification of medical free text.
Joffrey L. LeevyTaghi M. KhoshgoftaarFlavio VillanustrePublished in: J. Big Data (2020)
Keyphrases
- free text
- information extraction
- medical records
- structured data
- natural language processing
- probabilistic model
- nearest neighbor
- semi structured documents
- plain text
- clinical guidelines
- patient records
- medical diagnosis
- recurrent neural networks
- graphical models
- semi structured
- health care
- information extraction systems
- information retrieval