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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

Zhu Lin

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Open access Oct 2026

A Two-Tier Patient-Based Real-Time Quality Control Program Integrating K-Means Department Stratification and Inter-Instrument Ratios Improves Detection of Small Systematic Errors in Creatinine Testing

Background/Objectives: Patient-based real-time quality control (PBRTQC) complements traditional internal quality control. This study validates a ratio-based PBRTQC integrating department clustering with inter-instrument ratio monitoring. Methods: Creatinine data (384,730 cases, 2025) from three measuring systems (A, B,...

Xue-Mei Wei, Zi-Qing Jiang, Jing-Zhu Nan et al. · 0 citations

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