Table 2 Clinical note de-identification using fully customized systems, showing >97% recall of protected health information
From: Customization scenarios for de-identification of clinical notes
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 |