A certified de-identification system for all clinical text documents for information extraction at scale.
Clinical notes are a veritable treasure trove of information on a patient's disease progression, medical history, and treatment plans, yet are locked in secured databases accessible for research only after extensive ethics review. Removing personally identifying and protected health information (PII/PHI) from the records can reduce the need for additional Institutional Review Boards (IRB) reviews. In this project, our goals were to: (1) develop a robust and scalable clinical text [...]
Author(s): Radhakrishnan, Lakshmi, Schenk, Gundolf, Muenzen, Kathleen, Oskotsky, Boris, Ashouri Choshali, Habibeh, Plunkett, Thomas, Israni, Sharat, Butte, Atul J
DOI: 10.1093/jamiaopen/ooad045