BoB, a best-of-breed automated text de-identification system for VHA clinical documents

Abstract

Our system successfully addressed VHA clinical document de-identification, and its hybrid stepwise design demonstrates robustness and efficiency, prioritizing patient confidentiality while leaving most clinical information intact.