Large-scale evaluation of automated clinical note de-identification and its impact on information extraction.
Louise DelégerKatalin MolnárGuergana SavovaFei XiaTodd LingrenQi LiKeith MarsoloAnil G. JeggaMegan KaiserLaura StoutenboroughImre SoltiPublished in: J. Am. Medical Informatics Assoc. (2013)
Keyphrases
- information extraction
- precision and recall
- rule interestingness measures
- fully automated
- data extraction
- real world
- web documents
- named entities
- machine translation
- automated analysis
- clinical data
- small scale
- evaluation method
- gold standard
- natural language
- evaluation model
- real life
- free text
- data sets
- computer aided
- domain specific