Louisa Jorm

De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models

2022 · Journal of Biomedical Informatics

Electronic Medical Records (EMRs) contain clinical narrative text that is of great potential value to medical researchers. However, this information is mixed with Personally Identifiable Information (PII) that presents risks to patient and clinician confidentiality. …