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Caili Lin on Muck Rack

Caili Lin

As seen in: Frontiers in Medicine
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Articles

Development of an automated machine learning-based prognostic prediction model for emergency septic shock patients

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By Haiou Chen, Xueyan Li, Xinyi Chen, Suxiang Wei, Tingting Ke, Caili Lin, Limin Qian, Xiusong Wang
| Frontiers in Medicine
Abstract Objective: To overcome the limitations of static assessment, linear modeling, and lack of individualization in traditional scoring systems for prognostic evaluation of emergency septic shock patients, we developed an admission-based risk prediction model with real-time calculation capability to achieve precise stratification of 28-day all-cause mortality risk using initial clinical presentations.
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Emergency department nurse-led systematic nursing model for septic shock: impact on 1-hour bundle adherence and mortality

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By Suxiang Wei, Xueyan Li, Xiusong Wang, Tingting Ke, Caili Lin, Yue Zhao, Huihui Sun
| Frontiers in Medicine
Abstract Objective: To evaluate the impact of a systematic septic shock nursing model led by emergency department (ED) nurses on adherence with resuscitation protocols and clinical outcomes in patients with septic shock. Methods: Our team employed the Delphi method to develop a systematic nursing model, and it was implemented in August 2023.
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