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A Web-Based, Hospital-Wide Health Care-Associated Bloodstream Infection Surveillance and Classification System: Development and Evaluation

机译:基于Web的,医院范围内与卫生保健相关的血液感染监测和分类系统:开发和评估

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Background Surveillance of health care-associated infections is an essential component of infection prevention programs, but conventional systems are labor intensive and performance dependent. Objective To develop an automatic surveillance and classification system for health care-associated bloodstream infection (HABSI), and to evaluate its performance by comparing it with a conventional infection control personnel (ICP)-based surveillance system. Methods We developed a Web-based system that was integrated into the medical information system of a 2200-bed teaching hospital in Taiwan. The system automatically detects and classifies HABSIs. Results In this study, the number of computer-detected HABSIs correlated closely with the number of HABSIs detected by ICP by department (n=20; r =.999 P <.001) and by time (n=14; r =.941; P <.001). Compared with reference standards, this system performed excellently with regard to sensitivity (98.16%), specificity (99.96%), positive predictive value (95.81%), and negative predictive value (99.98%). The system enabled decreasing the delay in confirmation of HABSI cases, on average, by 29 days. Conclusions This system provides reliable and objective HABSI data for quality indicators, improving the delay caused by a conventional surveillance system.
机译:背景技术与卫生保健相关的感染的监视是感染预防计划的重要组成部分,但是常规系统需要大量劳动并且取决于性能。目的开发一种与卫生保健相关的血液感染自动监视和分类系统(HABSI),并与基于常规感染控制人员(ICP)的监视系统进行比较,以评估其性能。方法我们开发了一个基于Web的系统,该系统已集成到台湾一家拥有2200张床位的教学医院的医疗信息系统中。系统自动检测并分类HABSI。结果在这项研究中,计算机检测到的HABSI数量与ICP按部门(n = 20; r = .999 P <.001)和按时间(n = 14; r = .941)所检测的HABSI数量密切相关。 ; P <.001)。与参考标准相比,该系统在灵敏度(98.16%),特异性(99.96%),阳性预测值(95.81%)和阴性预测值(99.98%)方面表现出色。该系统使确认HABSI病例的延迟平均减少了29天。结论该系统为质量指标提供了可靠,客观的HABSI数据,从而改善了常规监视系统所造成的延迟。

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