4 ms·
Regardless of whether PHI can be anonymized in a fool-proof way, we can agree that careful anonymization is better than a superficial one, and so your question
by randomwalker 12y ago
Regardless of whether PHI can be anonymized in a fool-proof way, we can agree that careful anonymization is better than a superficial one, and so your question is valid and important.
We can't automate the process (in part because the transformations necessary are much more complex than "scrambling"), but knowledgeable practitioners can go a long way. I'm knowledgeable but not a practitioner, so I'm not the best source.
In #8 of our report (on the Heritage Health data), you'll notice that while I took Khaled El Emam to task for claims about quantifying risk, I do acknowledge that he did a very good job of de-identification. I don't think there's exactly a "canonical reference" (except HIPAA's superficial list of 18 identifiers), but reports written by practitioners like El Emam are probably useful documents.