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Infusion of medical expert systems in emergency medical services.

机译:在紧急医疗服务中注入医疗专家系统。

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摘要

This study explores Kaplan's (2001) paradox, which suggests that despite its proven effectiveness, medical clinicians are reluctant to adopt decision-making technologies as part of day-to-day practices. An in-depth literature review of relevant studies of medical expert systems (MES), including artificial intelligence (AI), artificial neural networks (ANN) and decision support systems (DSS), supported Kaplan's claim and proposed theories to explain the reluctance to accept these technologies in varied medical fields. This study explores the phenomenon through the perspectives and experiences of the Emergency Medical Services (EMS) industry, which unlike the medical fields included in prior studies, has demonstrated a high level of positive adoption, acceptance, diffusion and infusion of MES. In EMS, MES technologies are routinely used to make decisions on pre-hospital prioritization, triage and treatment protocols. This study uses a qualitative, phenomenological interview approach to explore the experiences EMS dispatchers, paramedics and management from 2 independent EMS organizations in the Canadian province of Saskatchewan, that both have over a decade experience with MES technologies. The findings suggest the EMS industry, like other medical domains, demonstrates initial reluctance to accept new technologies, but organizational empathy and EMS industry support and innovation have resulted in constant improvements of the technology which has ultimately resulted in a higher quality of patient care.
机译:这项研究探讨了卡普兰(Kaplan,2001)的悖论,该悖论表明,尽管已证明行之有效,医学临床医生仍不愿将决策技术作为日常实践的一部分。对包括人工智能(AI),人工神经网络(ANN)和决策支持系统(DSS)在内的医学专家系统(MES)的相关研究的深入文献综述,为卡普兰的主张提供了支持,并提出了理论来解释人们不愿接受的理论。这些技术在不同的医学领域。这项研究通过紧急医疗服务(EMS)行业的观点和经验来探索这种现象,与先前研究中所包含的医学领域不同,该行业已经证明了MES的高度积极采用,接受,传播和注入。在EMS中,MES技术通常用于确定院前优先顺序,分类和治疗方案。这项研究使用定性的,现象学的访谈方法来探索加拿大萨斯喀彻温省两个独立EMS组织的EMS调度员,护理人员和管理人员的经验,他们在MES技术方面都拥有十多年的经验。调查结果表明,EMS行业与其他医学领域一样,最初不愿接受新技术,但是组织上的同情心以及EMS行业的支持和创新导致该技术不断改进,最终提高了患者护理质量。

著录项

  • 作者

    Gutiw, Diane E.;

  • 作者单位

    Capella University.;

  • 授予单位 Capella University.;
  • 学科 Information Technology.;Health Sciences Health Care Management.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 220 p.
  • 总页数 220
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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