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人工智能和毒相关研究的全球趋势:一个图书馆分析分析
Xuanjie Hu1, Xingli Gu2, Huling Li1
1College of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, China.
Shock (Augusta, Ga.)
|April 23, 2025
概括
全球对败血症人工智能 (AI) 的研究正在迅速扩大,自2021年以来出版物大幅增加. 美国和中国领导人工智能败血症研究,突出了关键趋势和合作机会.
科学领域:
- 图书统计学 图书统计学
- 人工智能 (AI) 是一种人工智能.
- 败血症研究 败血症研究
背景情况:
- 关于败血症的现有文献计量研究往往侧重于特定的利基,如肠道微生物群或免疫调节治疗.
- 全球科学出版物对人工智能 (AI) 在败血症研究中的应用缺乏全面的文献分析.
研究的目的:
- 在毒症研究中对人工智能应用进行全球趋势分析.
- 评估出版成果,引文模式,国际共同作者,以及关键词在AI和败血症研究中的共同出现.
主要方法:
- 从2015年到2024年12月的4,382篇论文进行了图书统计分析,从科学网 (科学引用指数扩展) 获取.
- 最后的分析包括4209篇文章和审查后的资格检查.
- 使用VOSviewer和CiteSpace软件进行了参考资料分析.
主要成果:
- 从2021年开始,人们观察到出版物的急剧增加,从那年起,58.14%的论文发表.
- 美国和中国主导该领域,贡献了大约60.16%的总出版物.
- 在前10个机构中,有7个在美国;Rishikesan Kamaleswaran是最多产的作者. 普洛斯一和科学报告是主要的期刊.
结论:
- 该研究确定了针对败血症的人工智能的流行研究领域和趋势.
- 它提供了对潜在合作和未来研究方向的见解.
- 加强合作研究对于提高AI驱动的临床败血症实践模型的成熟度和稳定性至关重要.
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