通过人工智能推进医学研究:进步和变革战略:文献综述

IF 2.1 Q2 MEDICINE, GENERAL & INTERNAL Health Science Reports Pub Date : 2025-02-19 DOI:10.1002/hsr2.70200
Ahmad R. Al-Qudimat, Zainab E. Fares, Mai Elaarag, Maha Osman, Raed M. Al-Zoubi, Omar M. Aboumarzouk
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引用次数: 0

摘要

人工智能(AI)已经成为医学研究不可或缺的一部分,影响着数据分析、写作辅助和出版等各个方面。本文探讨了人工智能对医学研究论文写作过程的多方面影响,包括数据分析、伦理考虑、写作辅助和出版效率。方法按照PRISMA指南进行综述;在Scopus、PubMed、EMBASE和MEDLINE数据库中全面检索截至2023年10月发表的关于医学研究中人工智能的研究出版物。人工智能通过生成草稿、提供语法和风格建议,以及通过ChatGPT等先进模型提高稿件质量,从而简化了写作过程。关于人工智能生成内容的内容所有权和潜在偏见的伦理问题强调了研究人员、出版商和人工智能创造者之间合作努力建立道德标准的必要性。此外,人工智能显著影响医疗保健领域的数据分析,优化结果和患者护理,特别是在妇产科和制药研究等领域。人工智能在出版领域的应用,从同行评审到手稿质量控制和期刊匹配,突显了其简化和提高整个研究和出版过程的潜力。总的来说,虽然人工智能带来了巨大的好处,但正在进行的研究和道德准则对于将其负责任地融入不断变化的医学研究和出版环境至关重要。人工智能在医学研究中的整合彻底改变了效率和创新,影响了数据分析、写作辅助、出版等领域。虽然人工智能工具带来了巨大的好处,但必须解决偏见和内容所有权等道德问题。正在进行的研究和合作努力对于确保在医学研究和出版的动态环境中负责任和透明地实施人工智能至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Advancing Medical Research Through Artificial Intelligence: Progressive and Transformative Strategies: A Literature Review

Background and Aims

Artificial intelligence (AI) has become integral to medical research, impacting various aspects such as data analysis, writing assistance, and publishing. This paper explores the multifaceted influence of AI on the process of writing medical research papers, encompassing data analysis, ethical considerations, writing assistance, and publishing efficiency.

Methods

The review was conducted following the PRISMA guidelines; a comprehensive search was performed in Scopus, PubMed, EMBASE, and MEDLINE databases for research publications on artificial intelligence in medical research published up to October 2023.

Results

AI facilitates the writing process by generating drafts, offering grammar and style suggestions, and enhancing manuscript quality through advanced models like ChatGPT. Ethical concerns regarding content ownership and potential biases in AI-generated content underscore the need for collaborative efforts among researchers, publishers, and AI creators to establish ethical standards. Moreover, AI significantly influences data analysis in healthcare, optimizing outcomes and patient care, particularly in fields such as obstetrics and gynecology and pharmaceutical research. The application of AI in publishing, ranging from peer review to manuscript quality control and journal matching, underscores its potential to streamline and enhance the entire research and publication process. Overall, while AI presents substantial benefits, ongoing research, and ethical guidelines are essential for its responsible integration into the evolving landscape of medical research and publishing.

Conclusion

The integration of AI in medical research has revolutionized efficiency and innovation, impacting data analysis, writing assistance, publishing, and others. While AI tools offer significant benefits, ethical considerations such as biases and content ownership must be addressed. Ongoing research and collaborative efforts are crucial to ensure responsible and transparent AI implementation in the dynamic landscape of medical research and publishing.

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来源期刊
Health Science Reports
Health Science Reports Medicine-Medicine (all)
CiteScore
1.80
自引率
0.00%
发文量
458
审稿时长
20 weeks
期刊最新文献
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