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Feasibility of a real-time hand hygiene notification machine learning system in outpatient clinics

机译:门诊诊所实时手工卫生通知机学习系统的可行性

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摘要

Background: Various technologies have been developed to improve hand hygiene (HH) compliance in inpatient settings; however, little is known about the feasibility of machine learning technology for this purpose in outpatient clinics.
机译:背景:已经开发了各种技术来改善住院环境中的手工卫生(HH)遵守; 然而,在门诊诊所为此目的的机器学习技术的可行性知之甚少。

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  • 来源
    《The Journal of hospital infection》 |2018年第2期|共7页
  • 作者单位

    KK Womens &

    Childrens Hosp Singhlth Duke NUS Acad Med Ctr Med Innovat &

    Care Transformat;

    KK Womens &

    Childrens Hosp Singhlth Duke NUS Acad Med Ctr Med Innovat &

    Care Transformat;

    KK Womens &

    Childrens Hosp Dept Paediat Infect Dis Singapore Singapore;

    Natl Univ Singapore Dept Biomed Engn Singapore Singapore;

    KK Womens &

    Childrens Hosp Qual Safety &

    Risk Management Singapore Singapore;

    Univ Tasmania Sch Med Hlth Serv Innovat Hobart Tas Australia;

    KK Womens &

    Childrens Hosp Singhlth Duke NUS Acad Med Ctr Med Innovat &

    Care Transformat;

    Radboud Univ Nijmegen Med Ctr Sci Ctr Qual Healthcare IQ Healthcare Radboud Inst Hlth Sci;

    KK Womens &

    Childrens Hosp Singhlth Duke NUS Acad Med Ctr Med Innovat &

    Care Transformat;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 流行病学与防疫;
  • 关键词

    Hand hygiene; Technology; Real-time notification; Compliance;

    机译:手工卫生;技术;实时通知;合规性;

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