PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation

Xiang Yue, Shuang Zhou

De-identification is the task of identifying protected health information (PHI) in the clinical text. Existing neural de-identification models often fail to generalize to a new dat…