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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Zhi Liu

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2 papers indexed here

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Open access Aug 2026

Association between stress hyperglycemia ratio and acute total occlusion in patients with non-ST-segment elevation myocardial infarction

Background Acute total occlusion (ATO) of the culprit artery identifies a high-risk subgroup of patients with non-ST-segment elevation myocardial infarction (NSTEMI), but its early recognition remains challenging. The stress hyperglycemia ratio (SHR) reflects acute glycemic elevation relative to chronic glycemic status...

Shuai Wang, Jia-Tong Li, Shan Xie 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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