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Alertas inteligentes: desenvolvimento de software para otimiza??o dos dados de monitora??o

机译:智能警报:用于优化监视数据的软件开发

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BACKGROUND AND OBJECTIVES: Monitoring is useful for vital follow-ups and prevention, diagnosis, and treatment of several events in anesthesia. Although alarms can be useful in monitoring they can cause dangerous user's desensitization. The objective of this study was to describe the development of specific software to integrate intraoperative monitoring parameters generating "smart alerts" that can help decision making, besides indicating possible diagnosis and treatment. METHODS: A system that allowed flexibility in the definition of alerts, combining individual alarms of the parameters monitored to generate a more elaborated alert system was designed. After investigating a set of smart alerts, considered relevant in the surgical environment, a prototype was designed and evaluated, and additional suggestions were implemented in the final product. To verify the occurrence of smart alerts, the system underwent testing with data previously obtained during intraoperative monitoring of 64 patients. The system allows continuous analysis of monitored parameters, verifying the occurrence of smart alerts defined in the user interface. RESULTS: With this system a potential 92% reduction in alarms was observed. We observed that in most situations that did not generate alerts individual alarms did not represent risk to the patient. CONCLUSIONS: Implementation of software can allow integration of the data monitored and generate information, such as possible diagnosis or interventions. An expressive potential reduction in the amount of alarms during surgery was observed. Information displayed by the system can be oftentimes more useful than analysis of isolated parameters.
机译:背景与目的:监测对于重要的随访以及预防,诊断和治疗麻醉中的多种事件很有用。尽管警报可用于监视,但它们可能导致危险的用户脱敏。这项研究的目的是描述特定软件的开发,以集成术中监测参数,生成“智能警报”,不仅指示可能的诊断和治疗,还可以帮助决策。方法:设计了一种允许灵活定义警报的系统,该系统结合了所监视参数的各个警报,以生成更详细的警报系统。在研究了一系列与手术环境相关的智能警报之后,设计并评估了原型,并在最终产品中实施了其他建议。为了验证智能警报的发生,系统使用先前在64位患者的术中监护期间获得的数据进行了测试。该系统允许对受监视参数进行连续分析,从而验证用户界面中定义的智能警报的发生。结果:使用该系统,观察到的警报潜在减少了92%。我们观察到,在大多数情况下,不会生成警报的单个警报不会对患者构成风险。结论:软件的实施可以允许监视数据的整合并产生信息,例如可能的诊断或干预措施。观察到手术期间警报量的表达潜力降低。系统显示的信息通常比分析孤立的参数有用。

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