Towards Automatic Evaluation and Selection of PHI De-identification Models via Multi-Agent Collaboration

Guanchen Wu, Zuhui Chen, Yuzhang Xie +1

Protected health information (PHI) de-identification is critical for enabling the safe reuse of clinical notes, yet evaluating and comparing PHI de-identification models typically…