Suppr超能文献

生成式人工智能在公共卫生研究与科学传播中的应用:真实应用与未来方向的叙述性综述

Generative artificial intelligence in public health research and scientific communication: A narrative review of real applications and future directions.

作者信息

Yoga Ratnam Kishwen K

机构信息

Centre for Non-Communicable Diseases Research, Institute for Public Health, National Institutes of Health, Ministry of Health, Setia Alam, Shah Alam, Selangor, Malaysia.

出版信息

Digit Health. 2025 Aug 18;11:20552076251362070. doi: 10.1177/20552076251362070. eCollection 2025 Jan-Dec.

Abstract

INTRODUCTION

Generative artificial intelligence (GenAI) tools such as ChatGPT-4o and Gemini are rapidly influencing public health research and communication. Their capacity to assist with drafting, summarising, and translating content offers significant potential, particularly in multilingual and resource-limited settings.This narrative review critically explored the adoption of GenAI tools in public health research and communication, focusing on their practical applications and ethical implications.

METHODS

This narrative review synthesised 18 recent peer-reviewed and grey literature (2023-2025) to explore the role of GenAI in public health research and communication. A hybrid human-AI approach was used, where colour-coded manual coding was combined with AI-supported thematic analysis. All AI-generated outputs were critically reviewed, verified, and refined by the author.

RESULTS

Five key themes were identified: (1) Supporting scientific research writing tasks; (2) enhancing language clarity and scientific tone; (3) bridging the gap between science and the public; (4) ethical concerns and quality assurance; and (5) future potential and the need for upskilling.

DISCUSSION

GenAI can democratise and accelerate public health research publication and communication, provided it is used transparently and critically. Human oversight and contextual judgement remain essential to ensure responsible use.

CONCLUSION

With thoughtful implementation, GenAI can enhance human expertise in the realm of public health, academia and scientific communication. It offers an emerging opportunity to strengthen public health research and communication, particularly when supported by ethical guidelines, training, and institutional leadership.

摘要

引言

ChatGPT-4o和Gemini等生成式人工智能(GenAI)工具正在迅速影响公共卫生研究与交流。它们在协助起草、总结和翻译内容方面的能力具有巨大潜力,特别是在多语言和资源有限的环境中。本叙述性综述批判性地探讨了GenAI工具在公共卫生研究与交流中的应用,重点关注其实际应用和伦理影响。

方法

本叙述性综述综合了18篇近期同行评审文献和灰色文献(2023 - 2025年),以探讨GenAI在公共卫生研究与交流中的作用。采用了人机混合方法,将颜色编码的人工编码与人工智能支持的主题分析相结合。所有人工智能生成的输出均由作者进行严格审查、验证和完善。

结果

确定了五个关键主题:(1)支持科研写作任务;(2)提高语言清晰度和科学语气;(3)弥合科学与公众之间的差距;(4)伦理问题和质量保证;(5)未来潜力和提升技能的需求。

讨论

只要透明且批判性地使用,GenAI可以使公共卫生研究的发表和交流民主化并加速。人为监督和情境判断对于确保负责任的使用仍然至关重要。

结论

通过深思熟虑的实施,GenAI可以增强公共卫生、学术界和科学交流领域的人类专业知识。它提供了一个加强公共卫生研究与交流的新机会,特别是在道德准则、培训和机构领导的支持下。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5a3/12365443/6e95916ca7b7/10.1177_20552076251362070-fig1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验