使用人工智能工具来支持医院管理中的决策
Maurício Alves1,2, Joana Seringa3, Tatiana Silvestre4
1Unidade Local de Saúde de Coimbra, Coimbra, Portugal. mauricioalves@ulscoimbra.min-saude.pt.
BMC health services research
|October 26, 2024
概括
医院管理人员认为人工智能 (AI) 是一种有价值的决策支持工具,但成功的整合需要解决数据隐私,道德问题以及加强医院管理的培训需求.
科学领域:
- 医疗保健管理的管理
- 医疗信息学 医疗信息学
- 决策科学 决策科学 决策科学
背景情况:
- 医院管理决策面临着沟通不良和有限的数据访问等挑战.
- 目前对传统工具的依赖凸显了对先进,综合解决方案的需求.
研究的目的:
- 调查当前的医院管理决策过程.
- 探索整合人工智能 (AI) 的潜在好处.
- 检查医院管理人员对AI作为决策支持工具的看法.
主要方法:
- 定性,描述和探索性研究设计.
- 与15名医院管理人员进行了半结构面试.
- 对转录和匿名采访数据进行主题编码分析.
主要成果:
- 管理人员发现了低效率和需要先进的人工智能解决方案.
- 人们对人工智能的看法不同:对效率的乐观,对隐私,道德和人类同情心的担忧.
- 关键的挑战包括技术技能,数据碎片化和对变化的抵抗;强大的基础设施和培训至关重要.
结论:
- 人工智能为医院管理决策提供了巨大的潜力,提高了效率和数据分析.
- 成功的AI整合需要解决技术,伦理和文化因素,优先考虑人类监督.
- 医疗机构必须投资于基础设施和专业培训,以最大限度地发挥人工智能的好处并减轻风险.
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