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广泛使用的基于人工智能的败血症系统的最终用户体验
Ayomide Owoyemi1, Ebere Okpara2, Megan Salwei3,4
1Department of Biomedical and Health Informatics, University of Illinois at Chicago, Chicago, IL 60612, United States.
JAMIA open
|October 10, 2024
概括
医疗保健专业人员报告了史诗性败血症系统 (ESS) 的混合但总体上是积极的经验. 研究结果强调,需要平衡技术进步与医疗保健中人工智能工具的临床实用性.
科学领域:
- 临床信息学 临床信息学
- 人与计算机的交互
- 医疗保健系统工程 系统工程
背景情况:
- 关于史诗性败血症系统 (ESS) 的研究主要集中在技术准确性上,忽视了医疗保健专业人员的用户体验.
- 了解用户体验对于在临床环境中设计有效的人工智能 (AI) 系统至关重要.
研究的目的:
- 探索影响史诗性败血症系统 (ESS) 采用和使用的社会技术动态.
- 了解用户在临床环境中对ESS的看法和经验.
主要方法:
- 使用有目的抽样采访住院医生和护士,他们最近与ESS互动,直到数据和为止.
- 使用Dedoose软件进行了内容分析,代码来源于既有框架,并补充了诱导编码.
主要成果:
- 与10名医疗保健提供者的采访表明,对ESS的看法是混合的,尽管通常是积极的或中立的.
- 关键主题包括工作流集成和可用性,结果分为工作流合适性和可用性/实用性领域.
- 该系统展示了无的电子健康记录集成,但也发现了设计缺陷.
结论:
- 临床医生与ESS的经验受到社会技术因素的影响,影响采用和有效使用.
- 虽然总体上是积极的,但根据专业经验和系统交互频率的不同,人们的看法有所不同.
- 需要不断完善ESS,平衡技术进步与临床实用性,以改进未来的临床AI工具.
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