在康复中引入生成性AI的影响 临床文档 临床文档
Kyohei Omon1, Tomohiko Sasaki2, Ryota Koshiro3
1SDX Research Institute, Seiwakai Medical Corporation Group, Osaka, JPN.
Cureus
|April 28, 2025
概括
临床文档中的生成人工智能减少了医疗保健专业人员的时间压力,提高了文档质量. 减少文件处理时间与语音备忘录的使用以及采用该技术的意愿相关.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 改善临床文档 改善临床文档
背景情况:
- 医疗保健专业人员将大量时间用于临床文档.
- 生成型人工智能为简化文档流程提供了一个潜在的解决方案.
- 康复环境带来了独特的文档挑战.
研究的目的:
- 评估专用生成AI工具对康复中临床文档任务的影响.
- 为了比较传统和人工智能辅助方法之间的文档时间,工作量和质量.
- 评估医疗保健专业人员愿意采用生成AI进行文档化.
主要方法:
- 一项涉及12名康复专业人员的比较研究.
- 两个时期:传统文档 (A期) 与生成人工智能辅助文档 (B期).
- 测量文档时间,国家航空航天局任务负载指数 (NASA-TLX) 工作负载和文档质量. 语音数据输入和实施意图也被记录下来.
主要成果:
- 在A期和B期之间,整体文档制作时间没有显著差异.
- 在B期,NASA-TLX时间压力得分显著降低,文档质量更高.
- 在减少文档处理时间,语音备忘录使用 (r=0.71) 和采用人工智能的意愿 (r=0.67) 之间发现了强烈的正相关性.
结论:
- 生成型人工智能可以有效地减少时间压力,提高康复中的临床文档质量.
- 语音备忘录的使用频率和专业人员采用人工智能的意愿与减少文档处理时间有关.
- 成功实施生成人工智能需要考虑医疗保健专业人员的动机和协作框架,以优化工作量和降低成本.
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