提供者对人工智能引导的初级保健中低射出分数查的观点:定性研究
Barbara Barry1,2, Xuan Zhu2, Emma Behnken3
1Division of Health Care Delivery Research, Mayo Clinic, Rochester, MN, United States.
JMIR AI
|June 14, 2024
概括
医疗保健中的人工智能 (AI) 是有希望的,但面临着采用挑战. 将人工智能工具集成到临床工作流程中,需要了解供应商的需求,以便在患者护理中成功实施和持续使用.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 临床信息学是一种临床信息学.
- 医学中的人工智能
背景情况:
- 人工智能 (AI) 在医疗保健中提供了变革性的潜力,但面临着重大采用障碍.
- 高精度的人工智能工具,特别是用于无症状疾病检测,可能会在临床实践中遇到阻力.
- 了解医疗保健提供者的需求和担忧对于成功实施和采用人工智能工具至关重要.
研究的目的:
- 探索初级保健提供者在采用人工智能查工具方面的观点.
- 确定影响人工智能工具在初级保健机构的整合和持续使用的因素.
主要方法:
- 进行了一项定性研究,涉及29名初级保健提供者.
- 在实用随机对照试验中,在提供者使用人工智能工具的经验之后,使用了半结构化的焦点组.
- 基于理论和代分析被使用来综合聚焦组数据的发现.
主要成果:
- 提供者认识到人工智能工具在准确和快速诊断方面的潜力.
- 成功的采用取决于无整合到临床决策和现有工作流程中,解决提供者的偏好.
- 人工智能工具改进的关键领域包括临床决策支持集成,成本效益,培训,工作流程调整,护理协调和患者沟通.
结论:
- 实施支持人工智能的医疗工具需要对临床环境和提供者的需求敏感.
- 解决医疗服务提供者的观点对于在医疗保健中有效地采用人工智能工具至关重要.
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