Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance

Joshua R. Minot, Nicholas Cheney, Marc Maier +3

Medical systems in general, and patient treatment decisions and outcomes in particular, are affected by bias based on gender and other demographic elements. As language models are…