当前趋势和未来人工智能在输血医学中的应用:一个图书统计分析
Tinghua Zhang1, Youyuan Hu2, Chengdong Tang3
1Department of Transfusion, The Second People's Hospital of Huaihua City, Huaihua, Hunan, China.
Expert review of hematology
|October 4, 2025
概括
人工智能 (AI) 正在彻底改变输血医学. 这项图书统计研究绘制了人工智能研究趋势,确定了关键贡献者和技术,如机器学习,用于未来的进步.
科学领域:
- 图书统计学 图书统计学
- 输血医学 输血医学
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 对于改善输血医学服务至关重要.
- 在输血医学中对人工智能的图书法分析是有限的.
- 本研究通过绘制当前和新兴研究趋势来弥补这一差距.
研究的目的:
- 为了对人工智能在输血医学中的应用进行文献分析.
- 识别关键作者,机构,期刊和国家.
- 突出新兴的研究前沿和技术趋势.
主要方法:
- 来自网络科学核心集合 (2000-2025) 的数据.
- 使用VOSviewer和CiteSpace.Space进行文献计量分析.
- 对作者,机构,期刊和国家贡献的可视化.
主要成果:
- 分析了159个出版物,其中美国,中国和印度是领先的国家.
- 科罗拉多大学和杂志Transfusion显示出了重要的贡献.
- 艾克塞尔·霍夫曼被确定为被大量引用的作者;机器学习和深度学习是突出的关键词.
结论:
- 该研究提供了对输血医学人工智能研究的全面概述.
- 确定关键参与者和有影响力的研究领域.
- 提供了对人工智能驱动的输血医学未来研究和开发的见解.
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