[从医学术语到患者对话:大型语言模型如何支持以患者为导向的离院沟通]
Deutsche medizinische Wochenschrift (1946)
|February 23, 2026
概括
大型语言模型 (LLM) 将复杂的医疗出院信简化为易于理解的患者摘要. 这项技术增强了患者的理解和激活,改善了医疗保健沟通.
科学领域:
- 医疗信息学 医疗信息学
- 自然语言处理自然语言处理.
- 患者沟通 患者沟通
背景情况:
- 出院信包含技术术语,使得患者难以理解.
- 有效的患者沟通对于遵守和健康结果至关重要.
研究的目的:
- 评估大型语言模型 (LLM) 在将临床出院摘要翻译成患者友好的语言中的有效性.
- 评估LLM生成的摘要对患者激活和理解的影响.
主要方法:
- 使用LLMs进行专家级医学报告的自动翻译.
- 摘要准确性的医生验证. 摘要准确性的医生验证.
- 进行随机临床试验以测量患者激活.
主要成果:
- 在保持高准确度的同时,LLM显著降低了医学报告的阅读难度.
- 在临床试验中,LLM生成的患者信件被证明可以显著增加患者激活率.
- 成功实施需要特定的提示,人类监督和监管意识.
结论:
- LLM提供了一个可扩展的解决方案,以改善患者对出院信息的理解.
- 这项技术可以使患者成为医疗保健中更积极的参与者.
- 在临床沟通策略中,LLM代表了潜在的范式转变.
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