From: Customization scenarios for de-identification of clinical notes
Train on | ||||
---|---|---|---|---|
Test on | i2b2-2014 | mimic-discharge | i2b2-2006 | |
i2b2-2014 | 98.8/94.6/96.7 | 95.7/85.6/90.3 | 86.2/85.2/85.7 | |
physionet | 92.9/73.1/81.8 | 94.3/70.6/80.7 | 69.0/78.6/73.4 | |
mimic-radiology | 92.9/85.7/89.1 | 97.0/87.0/91.7 | 78.2/75.8/76.8 | |
mimic-discharge | 92.5/85.4/88.8 | 97.9/85.2/91.0 | 79.1/85.4/82.1 | |
mimic-echo | 95.5/61.4/74.7 | 99.6/86.6/92.6 | 54.2/20.3/29.0 | |
i2b2-2006 | 87.5/86.7/87.0 | 76.9/85.1/80.8 | 97.0/97.2/97.1 |