Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification

Abdullah Ahmed, Adeel Abbasi, Carsten Eickhoff

Electronic Health Records (EHRs) have become the primary form of medical data-keeping across the United States. Federal law restricts the sharing of any EHR data that contains prot…