用人工智能改变医疗保健研究中的文献评论:初步见解
Christie L Martin1, Caitlin J Bakker2, Jenna L Marquard1
1University of Minnesota School of Nursing, Minneapolis, MN, USA.
Studies in health technology and informatics
|August 8, 2025
概括
人工智能 (AI) 工具可以通过改进选,提取和合成来加速科学文献评论. 本研究评估了各种人工智能应用研究合成的功能和缺点.
科学领域:
- 图书统计学 图书统计学
- 信息科学 信息科学 信息科学
- 人工智能的人工智能
背景情况:
- 文献评论对于合成研究至关重要,但耗时.
- 人工智能 (AI) 工具为加快文献审查流程提供了潜在的解决方案.
研究的目的:
- 评估各种人工智能工具的优势和局限性,以简化文献评论.
- 评估人工智能对研究选,提取和合成阶段的影响.
主要方法:
- 设计用于文献审查的各种AI工具的初步评估.
- 在不同阶段对AI工具性能进行分析:选,数据提取和合成.
主要成果:
- 人工智能工具在加速文献审查任务方面显示出巨大的潜力.
- 特定的AI功能显示不同程度的有效性和局限性.
结论:
- 人工智能工具为提高科学文献审查效率提供了一个有希望的途径.
- 需要进一步的研究,以充分理解和优化AI在研究合成中的使用.
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