Fig. 5
From: Automated redaction of names in adverse event reports using transformer-based neural networks
Narratives with NAME tokens not flagged by our method (black background indicating NAME tokens flagged by the model, underline indicating NAME token annotations). ‘Ramesh Patel’ was classified as a direct identifier, ‘Kaveson’ was classified as an indirect identifier, and ‘SB’ and ‘deirdre’ were classified as not enabling re-identification in the context of the narratives. N.B. All NAME tokens and personal identifiers are surrogates for similar entities in the original narratives. Drug names and medical facility names have been replaced with placeholders