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大语言模型和专病GPT赋能OSA咨询和管理的临床应用效果对比研究方案

A comparative study plan on the clinical application effects of large language models and specialized GPTs in OSA consultation and management

陆俊羽1,蔡沁怡2,白春学2*

1. 重庆大学附属仁济医院(重庆市第五人民医院)呼吸与危重症医学科,重庆 400062

2. 复旦大学附属中山医院呼吸与危重症医学科,上海呼吸物联网医学工程技术研究中心,上海市呼吸病研究所,上海 200032


[作者简介] 陆俊羽,博士. E-mail: junyulu@aliyun.com

* 通信作者(Corresponding author). Tel: 021-64041990, E-mail: bai.chunxue@zs-hospital.sh.cn

[收稿日期] 2025-06-23 [接受日期] 2025-09-15 [发表日期] 2025-09-30


伦理声明 无。

利益冲突 所有作者声明不存在利益冲突。

作者贡献 陆俊羽、蔡沁怡:撰写论文;白春学:修改、审核论文。

DOI: https://doi.org/10.61189/246300fnnsss

摘要/Abstract

本研究方案旨在对比大语言模型(如DeepSeek GPT)与专病GPT(如BAIMGPT)在阻塞性睡眠呼吸暂停(OSA)咨询和管理中的临床应用效果。采用多中心真实世界研究设计,纳入1000例OSA患者或高风险人群,通过用户横向评价和第三方专家审核,评估两种模型在便捷性、亲切感、安全感、问题理解准确性、回答准确性、语音交互、视觉赋能及需求程度等方面的表现。研究重点关注两种模型在OSA筛查、诊断准确性和个性化防治中的作用,并探讨其在提升患者教育、医生培训和基层医疗覆盖方面的潜力。研究结果将为人工智能技术在OSA 诊疗中的优化应用提供实证依据,推动精准医疗和健康管理的发展。

This research plan aims to compare the clinical application effects of large language models (such as DeepSeekGPT) and specialized disease GPT (such as BAIMGPT) in the consultation and management of obstructive sleep apnea (OSA). A multicenter real-world research design is adopted, involving 1000 OSA patients or high-risk individuals. Through user cross-sectional evaluations and third-party expert reviews, the performance of the two models in aspects such as convenience, friendliness, security, accuracy of problem understanding, accuracy of answers, voice interaction, visual empowerment, and the degree of patient needs is assessed. The research focuses on the roles of the two models in OSA screening, diagnostic accuracy, and personalized prevention and treatment, and explores their potential in enhancing patient education, doctor training, and coverage of primary medical care. The research results will provide empirical evidence for the optimized application of artificial intelligence technology in OSA diagnosis and

treatment, and promote the development of precision medicine and health management.

关键词/Keywords: 阻塞性睡眠呼吸暂停;BAIMGPT;DeepSeek GPT / obstructive sleep apnea; BAIMGPT; DeepSeek GPT

Cite

陆俊羽,蔡沁怡,白春学. 大语言模型和专病GPT赋能OSA咨询和管理的临床应用效果对比研究方案[J]. 元宇宙医学,2025,2(3):25-30.

LU J Y,CAI Q Y,BAI C X. A comparative study plan on the clinical application effects of large language models and specialized GPTs in OSA consultation and management[J]. Metaverse Med,2025,2(3):25-30.

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