痴呆症的人工智能:一个图书识别研究
Chieh-Chen Wu1,2, Chun-Hsien Su2,3, Md Mohaimenul Islam4
1Department of Healthcare Information and Management, School of Health Technology, Ming Chuan University, Taipei 333, Taiwan.
Diagnostics (Basel, Switzerland)
|June 28, 2023
概括
人工智能 (AI) 越来越多地被用于痴呆症研究,自2018年以来出版物显著增加. 本文献分析绘制了痴呆症护理人工智能的关键贡献者和趋势.
科学领域:
- 神经科学是一个神经科学.
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 人工智能 (AI) 在痴呆症研究中的应用正在迅速扩大.
- 需要全面了解研究环境,以指导未来的研究.
- 图书计量分析提供了对出版趋势,主要贡献者和新兴主题的见解.
研究的目的:
- 通过文献计量分析,提供对人工智能和痴呆症研究的全面概述.
- 确定该领域的关键研究人员,机构,国家和热门话题.
- 建议人工智能在痴呆症中的未来研究方向.
主要方法:
- 网络科学数据库的系统搜索一直持续到2023年5月16日.
- 图书统计指标被用来分析相关的和被大量引用的文章.
- 使用Bibliometrix工具对作者,机构,国家,引用和关键词进行网络可视化.
主要成果:
- 在1997年至2023年期间,共发表了1094篇文章,显示出日益增长的趋势.
- 美国,中国和印度是最具生产力的国家.
- 波士顿大学,哥伦比亚大学和格拉纳达大学是领先的机构,戈里兹JM,拉米雷斯J和萨拉斯-冈萨雷斯D是最活跃的作者.
结论:
- 自2018年以来,对痴呆症人工智能的研究显著增加.
- 已经确定了关键贡献者和趋势主题,突出了该领域的增长.
- 将人工智能与传统方法相结合,可以提高痴呆症的诊断,预测,分类和治疗监测.
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