2 ms·
> Notes are a different story, but I’m sure there are techniques that can be purchased for entity resolution that can automate the scrubbing for PHI and PII. Y
by lalaland1125 5y ago
> Notes are a different story, but I’m sure there are techniques that can be purchased for entity resolution that can automate the scrubbing for PHI and PII.
You can't fully automate this because we require almost 100% accuracy. You need a manual review to ensure no data is leaked.
- prepend 5y agoI’m not sure why you think we require 100% accuracy. The actual level depends on many factors. For example, the expert determination method of deidentification in hipaa safe harbor [0] can allow up to 1% reidentification and still be considered anonymized. This is how medical providers share notes without manually reviewing them all. [0] https://www.hhs.gov/hipaa/for-professionals/privacy/special-topics/de-identification/index.html https://www.hhs.gov/hipaa/for-professionals/privacy/special-...