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Updated: Jan 31, 2026

07:30
Robot-Assisted Kidney Transplantation
Published on: July 19, 2021
4.4K
绘制国际合作和研究趋势的地图,用于肝脏和脏移植的人工智能应用
Haneen Al-Abdallat1, Noor Haj Mohammad1, Ayham Asassfeh2
1School of Medicine, the University of Jordan, Amman, Jordan, ju.edu.jo.
Journal of transplantation
|January 30, 2026
概括
人工智能 (AI) 在肝脏和脏移植 (LKT) 方面的研究显示,国际合作越来越多. 未来的努力应该集中在全球数据共享和公平的AI模型上,以改善患者的治疗结果.
科学领域:
- 医疗信息学 医疗信息学
- 移植手术 移植手术
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 越来越多地被纳入肝脏和脏移植 (LKT) 研究中.
- 人工智能为统计挑战提供了新的解决方案,旨在提高研究结果的稳定性和通用性.
- 现有的研究突出显示,在LKT中,人工智能应用的趋势在不断增长.
研究的目的:
- 分析国际合作在人工智能驱动的LKT研究的程度.
- 绘制研究趋势的演变图,并确定用于LKT的AI应用中的重点领域.
主要方法:
- 在Web of Science数据库上进行了系统的文献搜索.
- 使用R (bibliometrix),VOSviewer和Excel进行了图书识别分析.
- 检查了关键指标,包括国家贡献,共同作者和关键字的共同出现.
主要成果:
- 分析了1994年至2025年间发表的633篇文章,得到8959次引用.
- 美国在出版物方面领先 (37.12%),国际共同作者占比很高 (30.02%).
- 常见的关键词包括"生存"",结果"",风险"",死亡率"和"预测",表明研究热点.
结论:
- 人工智能在LKT的研究表明,国际合作越来越多,但不均,主要来自高收入国家.
- 加强全球数据共享对于推进该领域至关重要.
- 开发以公平为重点,文化适应性的人工智能模型对于改善不同人群的结果至关重要.
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