在使用CiteSpace的临床决策支持系统的研究中,研究热点和国际可视化分析和发展趋势
Meixuan Song1, Dong Liu2,3
1Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China.
Frontiers in medicine
|May 13, 2025
概括
临床决策支持系统 (CDSS) 研究显示了上升趋势,人工智能和自然语言处理推动了医疗保健应用的未来进步.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健服务研究 医疗服务研究
- 计算机科学在医学中的应用
背景情况:
- 临床决策支持系统 (CDSS) 是现代医疗保健不可或缺的一部分,帮助临床医生进行诊断和治疗.
- 该领域经历了显著的演变,需要对当前研究轨迹和未来潜力的分析.
- 了解研究趋势对于推进CDSS应用和改善患者治疗结果至关重要.
研究的目的:
- 阐明临床决策支持系统 (CDSS) 的现状和研究趋势.
- 分析CDSS领域的研究发展方向.
- 为未来的CDSS研究和应用提供有价值的参考资料.
主要方法:
- 在2014年1月至2024年5月的Web of Science核心收藏中进行了全面的文献搜索.
- 在CiteSpace (6.2.2) 中使用. R4) 软件用于参考资料分析和出版数据的可视化.
- 分析包括出版量,国家,作者,机构,引用,关键词和关键词聚类.
主要成果:
- 总共分析了2,668篇文章,美国在研究贡献方面处于领先地位.
- 关键的研究领域包括生物化学复发预测,心血管疾病,临床指南和重症监护室.
- 确定的主要主题是人工智能,自然语言处理,静脉血栓栓塞,以用户为中心的设计和急诊医学.
结论:
- 关于CDSS的研究正在经历一个显著的上升趋势,有前景的发展前景.
- 人工智能,自然语言处理和以用户为中心的设计被确定为CDSS的关键未来趋势.
- 这些趋势表明,临床决策支持工具正在向更智能,更适应,更易于使用的临床决策支持工具迈进.
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