人工智能技术和健康素养:一个系统审查
Abigail Naa Amankwaa Abeo1, Sophie Armstrong1, Michael Scriney2
1School of Health and Human Performance, Dublin City University, Ireland.
Mayo Clinic proceedings. Digital health
|November 10, 2025
概括
人工智能 (AI) 越来越多地用于健康素养,但测量其有效性仍然是一个挑战. 未来的研究需要专注于严格的健康素养测量和AI实施,以获得更好的结果.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能的人工智能
- 卫生识字研究 研究 卫生识字研究
背景情况:
- 人工智能 (AI) 为改善健康素养提供了潜在的解决方案.
- 了解人工智能在健康素养方面的当前作用和局限性对于未来的发展至关重要.
研究的目的:
- 系统地审查人工智能 (AI) 在健康素养方面的利用.
- 确定人工智能应用在健康素养方面的局限性和未来发展.
主要方法:
- 按照PRISMA指南进行系统审查.
- 搜索了 6 个数据库 (2014 年 1 月至 2024 年 4 月).
- 提取人口数据,健康素养定义/测量,人工智能技术和指标;评估偏差风险.
主要成果:
- 18项研究 (1.4%) 符合纳入标准,重点是基于文本的材料 (在线文章,电子健康记录).
- 人工智能应用包括复杂性评估,文本简化,翻译和问答.
- 有限的健康素养测量 (个人/组织),只有1项使用测量工具的研究;5项研究涉及参与者的参与.
结论:
- 人工智能在健康素养方面显示出动态应用,但其有效性的测量是有限的.
- 未来的研究必须严格测量健康素养成果,并提高人工智能模型的性能,评估和实施.
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