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Informatics DEIDENTIFICATION SOFTWARE ENGINE FOR RESEARCH DATA - cabig nci nih

Informatics DEIDENTIFICATION SOFTWARE ENGINE FOR RESEARCH DATA - cabig nci nih 2025

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The document evaluates a deidentification software engine, De-Id, developed at the University of Pittsburgh Medical Center for sharing pathology reports and clinical documents in compliance with HIPAA regulations. The study involved three evaluations of the software's performance on surgical pathology reports, focusing on its ability to remove identifiable patient information while retaining essential clinical data. Initial evaluations revealed issues with undermarking and overmarking identifiers, but subsequent assessments showed significant improvements in the software's accuracy and reliability. The findings emphasize the importance of collaboration between domain experts and developers, as well as ongoing quality assurance to optimize deidentification processes.

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