人工智能在老年护理中的应用:图书识别分析
Jingjing Wang1,2, Yiqing Liang1,2, Songmei Cao1
1Department of Nursing, The Affiliated Hospital of Jiangsu University, Zhenjiang, China.
Journal of medical Internet research
|June 23, 2023
概括
这份图书统计分析显示,人工智能 (AI) 对老年护理的研究迅速增加,突出了阿尔茨海默病和老年护理等关键热点. 然而,为了未来的发展,需要加强国际合作.
科学领域:
- 老年医疗护理 医疗护理
- 人工智能的人工智能
- 图书统计分析 图书统计分析
背景情况:
- 人工智能 (AI) 具有显著的潜力,可以提高老年人的健康和福祉,并改善护理.
- 对老年护理人工智能的研究正在迅速扩大,需要全面了解其发展状况和关键研究领域.
研究的目的:
- 在过去的23年里,对老年护理中人工智能应用进行了文献分析.
- 确定当前的研究热点,并分析该领域的合作网络.
主要方法:
- 利用科学网络核心集合数据库用于2022年8月之前的出版物.
- 使用HistCite和Web of Science进行出版特征,以及VOSviewers和Citespace进行关键字和网络分析.
主要成果:
- 总共分析了230个出版物,研究量从2014年到2022年大幅增加 (90.87%).
- 美国在出版物方面处于领先地位,主要研究集群包括阿尔茨海默病,老年护理,接受和疾病监测/治疗.
- 新兴的研究热点包括机器学习,深度学习和康复.
结论:
- 老年护理中的人工智能是一个快速发展的领域,研究领域集中.
- 目前的国际和机构合作有限,这表明需要加强合作.
- 这项研究提供了对当前环境和人工智能在老年护理研究中的未来方向的有价值的见解.
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