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C. Lin

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#artificial intelligence Preprint Sep 2026

EHR2Trace: Auditable EHR Data Infrastructure for Patient World Models and Clinical Agents

Patient world models and clinical agents aim to predict changes in patients'health and support clinical work. Developing these systems requires reliable histories of patient conditions, treatments, and the information available at each decision. Electronic health records (EHRs) contain these histories, but differences...

Xin-Ye Yang, Yu-Li Wang, Cheng-Ting Lin et al. · 0 citations
#small language model Open access Aug 2026

Balancing privacy and performance: the impact of facial defacing on AI in medical imaging

Summary Background Recent NIH Data Management and Sharing (DMS) policy updates and NIH controlled-access data security requirements have increased attention to facial anonymization and controlled-access handling of shared head imaging data. This is particularly relevant for datasets submitted to or hosted by the Cancer...

Yu-Li Wang, Yu-Wei Dai, Haoyue Guan et al. · 0 citations

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