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Rule-Based Healthcare-Associated Bloodstream Infection Classification and Surveillance System

机译:基于规则的医疗保健相关的血液感染分类和监测系统

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摘要

Healthcare-associated infections (HAIs) are a major patient safety issue. These adverse events add to the burden of resource use, promote resistance to antibiotics, and contribute to patient deaths and disability. A rule-based HAI classification and surveillance system was developed for automatic integration, analysis, and interpretation of HAIs and related pathogens. Rule-based classification system was design and implement to facilitate healthcare-associated bloodstream infection (HABSI) surveillance. Electronic medical records from a 2200-bed teaching hospital in Taiwan were classified according to predefined criteria of HABSI. The detailed information in each HABSI was presented systematically to support infection control personnel decision. The accuracy of HABSI classification was 0.94, and the square of the sample correlation coefficient was 0.99.
机译:医疗保健相关感染(HAIs)是主要的患者安全问题。这些不良事件增加了资源使用的负担,增强了对抗生素的抵抗力,并导致患者死亡和致残。开发了基于规则的HAI分类和监视系统,用于HAI和相关病原体的自动集成,分析和解释。设计并实施了基于规则的分类系统,以促进医疗保健相关的血流感染(HABSI)监测。根据HABSI的预定标准,对台湾拥有2200张病床的教学医院的电子病历进行了分类。系统地介绍了每个HABSI中的详细信息,以支持感染控制人员的决策。 HABSI分类的准确性为0.94,样本相关系数的平方为0.99。

著录项

  • 来源
  • 会议地点 Prague(CZ)
  • 作者单位

    Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taiwan. No. 1, Sec. 4, Roosevelt Road, Taipei, 10617 Taiwan;

    Department of Electrical Engineering, National Taiwan University, Taiwan;

    Center for Infection Control, National Taiwan University Hospital, Taiwan;

    Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taiwan;

    Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taiwan;

    Information Systems Office, National Taiwan University Hospital, Taipei, Taiwan;

    Information Systems Office, National Taiwan University Hospital, Taipei, Taiwan;

    Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taiwan;

    Graduate Institute of Networking and Multimedia, Taipei, Taiwan;

    Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taiwan,Department of Electrical Engineering, National Taiwan University, Taiwan;

    Center for Infection Control, National Taiwan University Hospital, Taiwan,Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taiwan;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Healthcare-associated infection; surveillance; infection control; information systems; Web-based services;

    机译:医疗保健相关感染;监视感染控制;信息系统;基于网络的服务;

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