In the Name of Fairness: Assessing the Bias in Clinical Record De-identification

1 code implementation • 18 May 2023 • Yuxin Xiao, Shulammite Lim, Tom Joseph Pollard, Marzyeh Ghassemi

Data sharing is crucial for open science and reproducible research, but the legal sharing of clinical data requires the removal of protected health information from electronic health records.

De-identification Fairness