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Table 3 Off-the-shelf systems recall >90% of Names, with the exception of experiments using the i2b2-2006 dataset

From: Customization scenarios for de-identification of clinical notes

 Train on
Test on i2b2-2014mimic-dischargei2b2-2006
i2b2-201498.8/94.6/96.795.7/85.6/90.386.2/85.2/85.7
physionet92.9/73.1/81.894.3/70.6/80.769.0/78.6/73.4
mimic-radiology92.9/85.7/89.197.0/87.0/91.778.2/75.8/76.8
mimic-discharge92.5/85.4/88.897.9/85.2/91.079.1/85.4/82.1
mimic-echo95.5/61.4/74.799.6/86.6/92.654.2/20.3/29.0
i2b2-200687.5/86.7/87.076.9/85.1/80.897.0/97.2/97.1