血液学中的人工智能:当前趋势和应用领域
1University of Health Sciences, Gülhane Education and Research Hospital, Ankara, Turkey. ebrukilic83@hotmail.com.
Annals of hematology
|November 2, 2025
概括
人工智能 (AI) 正在改变血液学,增强诊断和个性化患者护理. 研究表明,人工智能.
科学领域:
- 血液学 血液学 血液学
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 血液学研究越来越多地利用先进的计算方法.
- 了解血液学中人工智能 (AI) 应用的当前趋势对于未来的进步至关重要.
研究的目的:
- 绘制研究趋势,应用领域和血液学AI的主题集群的地图.
- 确定推动该领域人工智能创新的关键机构,国家和关键词.
主要方法:
- 对376篇来自Web of Science (1980-2025) 的原始研究文章进行了图书统计分析.
- 使用R Studio的文献计量软件包进行趋势关键字和因素分析.
- 确定了领先的国家,机构和研究主题.
主要成果:
- 美国和中国在人工智能相关的血液学研究方面处于领先地位;哈佛大学是顶级机构.
- 主要研究领域包括血栓形成,干细胞移植,风险评估和败血症.
- 新兴兴趣集中在转录学,预测建模和COVID-19并发症上.
结论:
- 人工智能显著提高了血液学中的诊断准确性,预后和个性化护理.
- 人工智能的数据驱动和基因组学基础的创新增强临床决策和患者的结果.
- 人工智能在促进血液病管理方面具有巨大的潜力.
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