Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes.
Beau NorgeotKathleen MuenzenThomas A. PetersonXuancheng FanBenjamin S. GlicksbergGundolf SchenkEugenia RutenbergBoris OskotskyMarina SirotaJinoos YazdanyGabriela SchmajukDana LudwigTheodore C. GoldsteinAtul J. ButtePublished in: npj Digit. Medicine (2020)
Keyphrases
- free text
- health information
- information extraction
- medical records
- natural language processing
- electronic health records
- structured data
- public health
- computer assisted assessment
- health care
- sensitive data
- semi structured
- personal health information
- clinical guidelines
- information resources
- patient records
- smart card
- digital libraries
- database
- privacy preserving
- text mining
- knowledge representation
- information retrieval
- machine learning