Validating transformers for redaction of text from electronic health records in real-world healthcare.
Zeljko KraljevicAnthony ShekJoshua Au YeungEwart Jonathan SheldonMohammad Al-AgilHaris ShuaibXi BaiKawsar NoorAnoop D. ShahRichard J. B. DobsonJames T. TeoPublished in: CoRR (2023)
Keyphrases
- electronic health records
- real world
- clinical trials
- clinical data
- health information technology
- medical records
- healthcare providers
- free text
- health records
- health information systems
- medical data
- health care
- healthcare systems
- information retrieval
- health information
- health data
- data sets
- text mining
- data mining
- information seeking
- improve quality
- information overload
- patient care
- database
- patient data
- electronic medical record
- x ray
- search engine
- machine learning
- health care providers