智能护理:对精准医学中人工智能的科学度分析
Khalid M Adam1, Elshazali W Ali1, Mohamed E Elangeeb1
1Department of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Bisha, P.O. Box 255, Bisha 67714, Saudi Arabia.
Medical sciences (Basel, Switzerland)
|April 23, 2025
概括
先进的计算方法正在彻底改变精准医学,提高诊断和个性化治疗. 这项科学度研究绘制了研究趋势并确定了关键贡献者,揭示了快速增长的领域,新兴的重点是临床决策支持和药物发现.
科学领域:
- 计算生物学和生物信息学
- 基因组学和个性化医学
- 卫生信息学和数据科学
背景情况:
- 精准医学利用计算方法进行个性化医疗保健策略.
- 现有的研究导致了诊断,基因组学和药物发现方面的进步.
- 知识差距和碎片化的理解需要对该领域的演变进行系统的审查.
研究的目的:
- 系统地绘制精准医学计算方法的研究格局.
- 确定该领域的全球关键贡献者和机构.
- 突出精准医学研究中的新兴趋势和专题集群.
主要方法:
- 来自Scopus的2019-2024年4574篇出版物的科学测量分析.
- 使用VOSviewer和R-bibliometrix进行共同作者,共同引用和关键字演变分析.
- 审查了出版物增长,引用影响,国家/机构生产力和主题集群.
主要成果:
- 该领域呈现出快速增长,到2024年出版量将增加34.3%.
- 美国,中国和德国是领先的国家;哈佛大学,梅奥诊所和四川大学是领先的机构.
- 关键的研究主题包括诊断,基因组集成和个性化治疗,新兴的重点是临床决策支持和药物发现.
结论:
- 计算方法正在改变精准医学,促进全球合作和不断发展的研究.
- 这项研究为了解发展和未来方向提供了一个知识框架.
- 结果可以指导政策,资金和合作,以推进医疗保健解决方案.
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