整形外科和人工智能:ChatGPT如何提高操作笔记的准确性,时间和教育
Ahmad M Abdelhady1, Christopher R Davis1
1Department of Plastic and Reconstructive Surgery, Queen Victoria Hospital, West Sussex, United Kingdom.
Mayo Clinic proceedings. Digital health
|April 10, 2025
概括
像ChatGPT这样的大型语言模型 (LLM) 显著减少了整形外科医生创建手术笔记的时间,外科医生和患者都对此表示高度满意. 人工智能生成的笔记遵循指导方针,并可以用现实的图像来增强.
科学领域:
- 医疗信息学 医疗信息学
- 在外科手术中使用人工智能
- 整形外科手术文档 整形外科手术文档
背景情况:
- 在整形外科手术中,有效和准确的手术笔记生成是至关重要的.
- 传统的笔记方法可能会耗费大量时间.
- 探索创新的工具来支持外科手术文档是必不可少的.
研究的目的:
- 评估使用大型语言模型 (LLM),特别是ChatGPT,作为整形外科医生的支持工具的可行性和有效性.
- 将人工智能生成的操作笔记与人类生成的笔记进行比较.
主要方法:
- 聊天GPT-4被用来为整形手术程序生成操作笔记.
- 笔记与手写或计算机生成的笔记进行了比较,使用利克特尺度.
- 分析的数据包括笔记创建时间,准则遵守,外科医生和患者满意度.
主要成果:
- 聊天GPT生成的笔记显著更快 (5.1秒比7.10分钟),并且100%遵守指南.
- 外科医生报告的高满意度 (89%非常满意/满意) 和患者 (84%非常满意/满意).
- 人工智能工具还创建了现实的图像来增强操作笔记.
结论:
- 通过LLM生成的操作笔记可以节省大量时间,并高度遵守指南.
- 人工智能工具显示出增强外科手术文档和提高用户满意度的巨大潜力.
- 虽然人工智能不能取代人类投入,但它为医疗领域的进步提供了宝贵的机会.
更多相关视频
相关概念视频
Improving Translational Accuracy
Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
Non-equilibrium in the Cell
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
Improving Translational Accuracy
Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...


