Table 3.
Remaining PHI analysis by tool, I2B2 corpus.
PHI category | Instances of PHI remaining (PHIlter) | Instances of PHI remaining (Physionet) | Instances of PHI remaining (Scrubber) |
---|---|---|---|
Age | 0 | 1 | 0 |
Device | 0 | 6 | 0 |
Medical record | 0 | 524 | 18 |
Patient | 2 | 154 | 92 |
Date | 0 | 4590 | 1587 |
Fax | 0 | 2 | 0 |
Phone | 0 | 31 | 67 |
Zip | 0 | 3 | 1 |
Username | 1 | 92 | 92 |
Street | 2 | 27 | 21 |
Location-other | 2 | 9 | 12 |
Idnum | 2 | 297 | 206 |
City | 2 | 14 | 52 |
Doctor | 5 | 197 | 186 |
PHI counts for PHIlter, Physionet and Scrubber performance on the I2B2 corpus.