Table 2.
Clinical note de-identification using fully customized systems, showing >97% recall of protected health information
| Dataset | Recall (%) | Precision (%) | F1 |
|---|---|---|---|
| i2b2-2014 | 99.1 | 85.7 | 91.7 |
| i2b2-2006 | 99.6 | 90.7 | 94.9 |
| mimic-discharge | 97.1 | 96.3 | 96.7 |
Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.