护理决策中的人工智能:对趋势和影响的图书统计分析
Mengdie Hu1, Yan Wang1, Yunsong Liu2
1Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
Nursing reports (Pavia, Italy)
|June 25, 2025
概括
护理决策中的人工智能 (AI) 显示出全球越来越多的兴趣,研究正在转向实际应用,如患者安全和用户接受. 自然语言处理和大型语言模型是关键的新兴技术.
科学领域:
- 护理信息学 护理信息学
- 人工智能的人工智能
- 图书统计学 图书统计学
背景情况:
- 护理决策对于患者安全和护理质量至关重要.
- 人工智能 (AI) 具有改变护理决策的巨大潜力.
- 此前,缺乏对该领域全球研究趋势的全面分析.
研究的目的:
- 进行对人工智能在护理决策中的全球研究进行文献分析.
- 识别关键趋势,有影响力的国家,机构和该领域的期刊.
- 突出新兴技术和研究重点.
主要方法:
- 从科学网络核心收藏中对238篇出版物 (2003-2025) 的图书统计分析.
- 使用CiteSpace和VOSviewer进行数据分析.
- 包括关键词分析来识别突出的和新兴的主题.
主要成果:
- 出版物的持续年增长率为7.59%,表明研究兴趣日益增加.
- 美国,中国和加拿大在出版量方面处于领先地位,而英国在引文影响方面占据了领先地位.
- 自然语言处理,大型语言模型 (例如,ChatGPT),患者安全和用户接受被确定为重要的关键词和新兴趋势.
结论:
- 人工智能在护理决策中的领域正在迅速发展,越来越关注临床整合和实际影响.
- 研究正在从理论探索转向人工智能在护理中的现实应用.
- 这项研究为人工智能驱动护理的未来研究方向提供了宝贵的见解.
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