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Fang-Yan Liu

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Review Open access Sep 2026

Characteristics of Professional Self-Concept in Emergency Nurses and its Association With Burnout and Psychological Resilience

Background: To explore the relationship between professional self-concept and burnout as well as psychological resilience among emergency nurses. Methods: A cross-sectional questionnaire survey was conducted among 107 emergency nurses at Xuanwu Hospital of Capital Medical University using the Arthur Professional Self-C...

Li-Min Hou, Xiao Liang, Xue-Lian Sun et al. · 0 citations
Open access Sep 2026

Development of a Framework for Evaluating Large Language Model Safety and Reliability: a Proof-of-Concept Evaluation

Large language models (LLMs) are entering clinical decision support faster than methodology can characterise their safety. Aggregate accuracy treats all errors as interchangeable and cannot support safe deployment under Software as a Medical Device (SaMD) and EU AI Act frameworks. To develop and demonstrate a framework...

Fang-Yan Liu, Zhi Liu, Xiaolu Fei et al. · 0 citations

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