protected health information
PulseAugur coverage of protected health information — every cluster mentioning protected health information across labs, papers, and developer communities, ranked by signal.
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Medical LMs risk patient privacy, new evaluation framework shows
A new research paper introduces a privacy evaluation framework for medical language models, focusing on realistic threat models beyond simple text recovery. The framework assesses verbatim memorization and semantic leak…
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PhiTrack system scores PHI access anomaly risks
A new system called PhiTrack has been developed to detect anomalies in Protected Health Information (PHI) access. This tool aims to identify potential risks and assign a risk score to these access events. The system is …
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Large multimodal models show mixed results for medical image PHI detection
Researchers evaluated large multimodal models (LMMs) like GPT-4o and Gemini 2.5 Flash for detecting protected health information (PHI) in medical images. While LMMs showed improved text recognition (lower Word Error Rat…