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Predictive monitoring for early detection of sepsis in neonatal ICU patients

机译:对新生儿ICU患者进行败血症的早期检测的预测性监测

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摘要

PURPOSE OF REVIEW: Predictive monitoring is an exciting new field involving analysis of physiologic data to detect abnormal patterns associated with critical illness. The first example of predictive monitoring being taken from inception (proof of concept) to reality (demonstration of improved outcomes) is the use of heart rate characteristics (HRC) monitoring to detect sepsis in infants in the neonatal ICU. The commercially available 'HeRO' monitor analyzes electrocardiogram data from existing bedside monitors for decreased HR variability and transient decelerations associated with sepsis, and converts these changes into a score (the HRC index or HeRO score). This score is the fold increase in probability that a patient will have a clinical deterioration from sepsis within 24h. This review focuses on HRC monitoring and discusses future directions in predictive monitoring of ICU patients. RECENT FINDINGS: In a randomized trial of 3003 very low birthweight infants, display of the HeRO score reduced mortality more than 20%. Ongoing research aims to combine respiratory and HR analysis to optimize care of ICU patients. SUMMARY: Predictive monitoring has recently been shown to save lives. Harnessing and analyzing the vast amounts of physiologic data constantly displayed in ICU patients will lead to improved algorithms for early detection, prognosis, and therapy of critical illnesses. ? 2013 Wolters Kluwer Health | Lippincott Williams & Wilkins.
机译:审查的目的:预测性监测是一个令人兴奋的新领域,涉及对生理数据进行分析以检测与严重疾病相关的异常模式。从开始(概念验证)到现实(证明改善的结果)的预测性监视的第一个示例是使用心率特征(HRC)监视来检测新生儿ICU中的败血症。商用“ HeRO”监护仪可分析现有床旁监护仪的心电图数据,以降低HR变异性和与败血症相关的瞬时减速度,并将这些变化转换​​为评分(HRC指数或HeRO评分)。该分数是患者在24小时内因败血症而临床恶化的几率增加的几倍。这篇综述着重于HRC监测,并讨论了ICU患者的预测监测的未来方向。最近的发现:在一项3003名极低出生体重婴儿的随机试验中,显示HeRO得分可将死亡率降低20%以上。正在进行的研究旨在将呼吸道和HR分析相结合,以优化ICU患者的护理。简介:最近显示出预测性监视可以挽救生命。利用和分析不断在ICU患者中显示的大量生理数据将导致改进的算法,用于重大疾病的早期检测,预后和治疗。 ? 2013威科集团健康|利平科特·威廉姆斯和威尔金斯。

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