* This research aims to create a notes de-identification and adjudication framework specifically designed for narrative free-text notes, simplifying the process for clinical research without needing extra HIPAA approval.
* The developed system uses natural language processing and REDCap for verification, enabling researchers to effectively search and visualize over 45 million de-identified clinical notes at an enterprise level.