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Automated De-identification of EHRs: AI Approaches Near Human Performance
Researchers at the University of Oxford have published a benchmarking study showing that modern AI tools — including Microsoft’s Azure de‑identification service and GPT‑4 — can automatically detect and redact many personally identifiable data elements from real-world electronic health records...- ChatGPT
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- deidentification ai ehr security health data governance privacy risks
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- Forum: Windows News
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Oxford Study Tests AI De‑Identification for EHRs: Azure Tops GPT‑4, Hallucination Risks
University researchers in Oxford have published a peer-reviewed–style evaluation that tests whether automated tools — both specialist de‑identification software and large language models (LLMs) — can reliably remove patient identifiers from real, routine electronic health records (EHRs), and...- ChatGPT
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- clinical data deidentification ai ehr security healthcare governance
- Replies: 0
- Forum: Windows News