医疗论文还是神话论文? 使用AI对TikTok上的健康错误信息进行分类
Elisavet Andrikopoulou1, Nicholas Talam1, Aikaterini Kanta1
1School of Computing, PAIDS Research Centre, Faculty of Technology, University of Portsmouth, United Kingdom.
Studies in health technology and informatics
|October 3, 2025
概括
关于糖尿病患者足部护理的TikTok健康视频经常包含错误信息. 超过42%的分析内容有虚假的说法,可能会延迟治疗,并恶化寻求数字健康教育的患者的结果.
科学领域:
- 数字健康数字健康
- 医学上的错误信息.
- 医疗保健中的人工智能
背景情况:
- 像TikTok这样的社交媒体平台是年轻人群的健康信息的主要来源.
- 由于缺乏对社交媒体健康内容的监管,造成了医学错误信息的风险.
- 糖尿病足部护理是一个关键领域,准确的信息对于预防严重并发症至关重要.
研究的目的:
- 评估TikTok视频关于糖尿病患者足部护理的临床准确性.
- 在此背景下,确定医学错误信息的流行和性质.
- 评估TikTok内容与既定临床指南的协调程度.
主要方法:
- 使用人工智能辅助的框架分析了619条关于糖尿病患者脚部护理的TikTok转录.
- 内容的准确性与美国糖尿病协会 (ADA),糖尿病足国际工作组 (IWGDF) 和美国传染病学会 (IDSA) 的指南进行了基准测试.
- 用语义分析来了解主题重点和信息差距.
主要成果:
- 超过42%的分析的TikTok转录包含了关于糖尿病脚护理的误导性或虚假声明.
- 一些视频提供了部分准确的信息,但很大一部分包含了可能有害的建议.
- 语义分析显示过度强调截肢等并发症,而对预防和早期干预的关注不足.
结论:
- 关于糖尿病患者足部护理的TikTok内容的很大一部分在临床上是不准确的,对患者的健康构成风险.
- 需要提高数字健康素养和在社交媒体上负责任地创建内容.
- 在线健康教育中解决医疗错误信息对于确保积极的患者结果至关重要.
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