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Unstructured electronic health records are valuable resources for research. Before they are shared with researchers, protected health information needs to be removed from these unstructured documents to protect patient privacy. The main steps involved in removing protected health information are accurately identifying sensitive information in the documents and removing the identified information. To keep the documents as realistic as possible, the step of omitting sensitive information is oftendoi:10.3233/shti190185 pmid:31437887 fatcat:nsmq3kpvp5gnvbtndzuj2cwtru