Skip to main content

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

 

i2b2-2014

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