在重症监护室以外的危急疾病早期预警系统
Katharine E Henry1, Heather M Giannini2
1Department of Computer Science, Johns Hopkins University, Malone Hall, 3400 N Charles Street, Baltimore, MD 21218, USA.
Critical care clinics
|May 25, 2024
概括
早期预警系统 (EWS) 快速评估和响应患者在重症监护室 (ICU) 外的病情恶化. 本综述涵盖了EWS从基本评分到临床去补偿的先进预测技术的演变.
科学领域:
- 临床信息学 临床信息学
- 患者监测 患者监测
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 早期预警系统 (EWS) 对于在重症监护室 (ICU) 外临床恶化患者的及时干预至关重要.
- 现有的EWS模型利用患者数据,如生命体征和实验室值来预测不良事件.
- 在临床实践中,EWS的采用和有效性在临床实践中存在很大差异.
研究的目的:
- 审查早期预警系统的历史发展和当前状况.
- 检查从简单的评分系统到复杂的预测算法的演变.
- 讨论EWS在非ICU环境中的临床实用性和感知.
主要方法:
- 关于早期预警系统的文献综述.
- 分析EWS从基于生命体征的多维算法到多维算法的进展情况.
- 对临床去补偿的预测技术的检查.
主要成果:
- EWS已经从基本的生命体征得分发展到复杂的预测模型.
- 当代的EWS包含各种患者数据,以提高临床恶化的检测.
- 该领域正在向预测ICU外不良事件的先进技术迈进.
结论:
- 早期预警系统是管理临床失补偿风险患者的重要组成部分.
- 持续发展的EWS旨在改善患者的治疗结果和医疗保健的效率.
- 需要进一步的研究和实施,以优化EWS的临床效用和感知.
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