胃肠病学和胃肠道外科的大型语言模型:患者沟通和教育的新前沿
Dushyant Singh Dahiya1, Hassam Ali2, Vishali Moond3
1Division of Gastroenterology, Hepatology and Motility, The University of Kansas School of Medicine, Kansas City, KS, USA.
Gastroenterology research
|May 5, 2025
概括
大型语言模型 (LLM) 在医疗保健中提供了变革性的潜力,特别是对于胃肠病学. 负责任的整合需要通过合作解决诸如偏见和隐私等挑战.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
- 胃肠病学 胃肠病学
背景情况:
- 大型语言模型 (LLM) 越来越多地被整合到医疗保健中,显示出患者护理和临床过程优化的潜力.
- 胃肠道学和胃肠道外科手术特别缺乏关于LLM申请的数据,突出了研究缺口.
- 先进的AI系统,包括LLM,可以模仿人类沟通,帮助诊断,教育患者,并支持研究.
研究的目的:
- 解决关于在胃肠病学和胃肠道外科手术中使用LLMs的研究差距.
- 探索在这个专业医疗领域实施LLM的潜在好处和挑战.
主要方法:
- 对医疗保健当前人工智能能力的审查.
- 分析LLM在胃肠病学中的潜在应用.
- 讨论AI在医学中的伦理考虑和监管需求.
主要成果:
- 法学士在沟通,诊断,患者教育和研究支持方面表现出能力.
- 确定的主要挑战包括数据偏见,隐私问题以及缺乏决策透明度.
- 关于监管的辩论强调了对结构化监管和潜在的创新障碍的需要.
结论:
- LLM 具有显著的潜力,可以增强胃肠病学和胃肠道手术.
- 负责任的实施需要一个平衡的方法,解决道德和实际的挑战.
- 临床医生,开发人员和决策者之间的合作对于优化医疗保健中的AI整合至关重要.
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