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

Yuxin Xiao

Yuxin Xiao is a Ph.D. student at MIT IDSS. His research focuses on ethical and deployable large language models (LLMs) for healthcare, with a particular interest in evaluating and enhancing the fairness, faithfulness, robustness, and transparency in LLMs. Yuxin obtained his M.S. in Machine Learning at Carnegie Mellon University and his B.S. in Computer Science and B.S. in Statistics and Mathematics at the University of Illinois at Urbana-Champaign.