OpenDeID Pipeline for Unstructured Electronic Health Record Text Notes Based on Rules and Transformers: Deidentification Algorithm Development and Validation Study

• Main Authors: Jiaxing Liu (Author), Shalini Gupta (Author), Aipeng Chen (Author), Chen-Kai Wang (Author), Pratik Mishra (Author), Hong-Jie Dai (Author), Zoie Shui-Yee Wong (Author), Jitendra Jonnagaddala (Author)
• Format: Book
• Published: JMIR Publications, 2023-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundElectronic health records (EHRs) in unstructured formats are valuable sources of information for research in both the clinical and biomedical domains. However, before such records can be used for research purposes, sensitive health information (SHI) must be removed in several cases to prot...