Creating test data for clinical computing or software is always a challenge. I found this interesting and helpful article on the 21 CFR Part 11 blog, "Protecting test data privacy when testing protocol amendments," which describes how to mask real data. This is important for a couple reasons. First, it's all so important to guard protected health information (PHI). Therefore, it's critical to avoid the easy path of testing with real live, production information about people. Second, creating meaningful, usable, test data from scratch can be an arduous task. Protect the privacy of the health information, and happy testing.
The Health, Drug, Prescription, and GMP Supersite: Resource List - FDA Part 11 - Electronic Records and Signatures
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