04:00
2026-08-19
arxiv.org
large-language-models
Institution-Specific LLM Prompting Recovers PHI That De-identification Systems and Their Gold Standards Both Miss
A study from arXiv (2608.17051v1) found that large language models (LLMs) with in-context learning outperform purpose-built de-identification systems in recovering institutionally situated protected h…